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coopersully

SendGrid MCP Server

by coopersully

SendGrid MCP Server

CI

An MCP stdio server for managing SendGrid email workflows from Codex and other MCP clients.

It supports:

  • Design Library assets

  • Dynamic transactional templates and versions

  • Marketing contacts and contact lists

  • Single Sends

  • Direct email sends

  • Stats, email validation, verified senders, and suppression groups

The server uses SendGrid v3 APIs only. It never hardcodes API keys; provide SENDGRID_API_KEY through the environment.

Install

Requires Node.js 24 or newer.

git clone https://github.com/coopersully/sendgrid-mcp.git
cd sendgrid-mcp
npm install
npm run build

Related MCP server: SendGrid MCP Server

Codex Configuration

Add the server to ~/.codex/config.toml:

[mcp_servers.sendgrid]
command = "node"
args = ["/absolute/path/to/sendgrid-mcp/build/index.js"]
env = { SENDGRID_API_KEY = "SG.your-api-key" }

Prefer setting the key in your local environment or secret store instead of writing it into a shared file.

Recommended auto-approval policy: approve read-only tools only. Require review for tools that send email, mutate contacts, update templates/designs, or delete anything.

Read-only tools that are usually safe to auto-approve:

[
  "list_contacts",
  "list_contact_lists",
  "get_contacts_by_list",
  "get_contacts_by_emails",
  "get_contact_by_id",
  "get_total_contact_count",
  "get_contact_list",
  "get_list_contact_count",
  "list_custom_fields",
  "list_segments",
  "list_templates",
  "get_template",
  "get_template_version",
  "list_designs",
  "get_design",
  "list_pre_built_designs",
  "get_pre_built_design",
  "list_single_sends",
  "get_single_send",
  "search_single_sends",
  "get_single_send_schedule",
  "list_single_send_categories",
  "list_single_send_stats",
  "get_single_send_stats",
  "list_verified_senders",
  "list_suppression_groups",
  "list_group_suppressions",
  "list_global_suppressions",
  "list_bounces",
  "list_blocks",
  "list_invalid_emails",
  "list_spam_reports",
  "list_marketing_senders",
  "get_marketing_sender",
  "get_stats",
  "validate_email"
]

Tool Groups

Design Library

Tool

Purpose

Mutates

list_designs

List account designs with optional page_size, page_token, and summary. Returns pagination metadata when SendGrid provides it.

No

get_design

Retrieve a design, including editable content fields returned by SendGrid.

No

create_design

Create a design from name, subject, HTML/plain content, editor, categories, and plain-text generation options.

Yes

update_design

Patch an existing design. Requires at least one editable field.

Yes

duplicate_design

Copy an existing account design.

Yes

delete_design

Permanently delete a design. Requires confirm_delete: true.

Yes

list_pre_built_designs

List SendGrid pre-built designs.

No

get_pre_built_design

Retrieve a pre-built design.

No

duplicate_pre_built_design

Copy a pre-built design into the account.

Yes

Dynamic Templates

Tool

Purpose

Mutates

list_templates

List dynamic transactional templates.

No

get_template

Retrieve a template and its versions.

No

create_template

Create a dynamic template and an initial active version.

Yes

update_template_name

Rename a template.

Yes

duplicate_template

Copy a template using SendGrid's native duplicate endpoint.

Yes

delete_template

Permanently delete a template. Requires confirm_delete: true.

Yes

get_template_version

Retrieve one version's content and active state.

No

create_template_version

Create a new version. Defaults to inactive with active: 0.

Yes

activate_template_version

Activate an existing version for future sends.

Yes

update_template_version

Directly patch a version. Prefer creating a new version for reviewable edits.

Yes

delete_template_version

Permanently delete a version. Requires confirm_delete: true.

Yes

Safe editing workflow:

  1. Call get_template.

  2. Call get_template_version for the active version.

  3. Call create_template_version with edited content and leave active omitted or set to 0.

  4. Inspect the returned version.

  5. Call activate_template_version only after approval.

Contacts and Lists

Tool

Purpose

Mutates

list_contacts

List marketing contacts.

No

add_contact

Upsert one contact.

Yes

delete_contacts

Permanently delete contacts by email. Requires confirm_delete: true.

Yes

get_contacts_by_emails

Retrieve contacts by email addresses.

No

get_contact_by_id

Retrieve one contact by SendGrid contact ID.

No

get_total_contact_count

Retrieve total marketing contact count.

No

list_contact_lists

List contact lists.

No

get_contact_list

Retrieve one contact list by ID.

No

create_contact_list

Create a list.

Yes

update_contact_list

Rename a contact list.

Yes

delete_list

Delete a list. Requires confirm_delete: true.

Yes

get_list_contact_count

Retrieve contact count for one list.

No

get_contacts_by_list

List contacts in a list.

No

add_contacts_to_list

Add emails to a list.

Yes

remove_contacts_from_list

Remove emails from a list without deleting contacts.

Yes

Custom Fields and Segments

Tool

Purpose

Mutates

list_custom_fields

List marketing contact custom field definitions.

No

create_custom_field

Create a custom field definition.

Yes

update_custom_field

Rename a custom field definition.

Yes

delete_custom_field

Delete a custom field definition. Requires confirm_delete: true.

Yes

list_segments

List Segments v2 segments with optional ids, parent_list_ids, or no_parent_list_id filters.

No

create_segment

Create a segment from name and query_dsl.

Yes

get_segment

Retrieve one segment.

No

update_segment

Update a segment name or query DSL.

Yes

refresh_segment

Refresh a segment.

Yes

delete_segment

Delete a segment. Requires confirm_delete: true.

Yes

Sending

Tool

Purpose

Mutates

send_email

Send one email through SendGrid Mail Send.

Yes

send_to_list

Create and immediately schedule a Single Send to lists or segments. Requires either suppression_group_id or custom_unsubscribe_url.

Yes

create_single_send

Create a Single Send draft without scheduling it.

Yes

update_single_send

Patch a Single Send draft.

Yes

delete_single_send

Delete a Single Send. Requires confirm_delete: true.

Yes

duplicate_single_send

Duplicate a Single Send.

Yes

search_single_sends

Search Single Sends with SendGrid query syntax.

No

schedule_single_send

Schedule an existing Single Send for now or a future timestamp.

Yes

get_single_send_schedule

Retrieve schedule information for a Single Send.

No

cancel_single_send_schedule

Cancel a Single Send schedule without deleting the draft.

Yes

list_single_send_categories

List Single Send categories.

No

list_single_send_stats

Retrieve Single Sends stats.

No

get_single_send_stats

Retrieve stats for one Single Send.

No

list_single_sends

List Single Sends as summaries with optional page_size and page_token.

No

get_single_send

Retrieve one Single Send summary. Use include_details: true for the full payload.

No

Suppressions, Senders, Stats, and Validation

Tool

Purpose

Mutates

list_verified_senders

List verified sender identities.

No

list_suppression_groups

List unsubscribe groups.

No

list_group_suppressions

List suppressed addresses in a suppression group.

No

add_group_suppressions

Add addresses to a suppression group.

Yes

delete_group_suppression

Remove an address from a suppression group. Requires confirm_delete: true.

Yes

list_global_suppressions

List global suppressions.

No

add_global_suppressions

Add addresses to global suppressions.

Yes

delete_global_suppression

Remove an address from global suppressions. Requires confirm_delete: true.

Yes

list_bounces

List bounce suppressions. Defaults to limit: 50 and redacted emails; use include_emails: true to reveal emails.

No

list_blocks

List block suppressions. Defaults to limit: 50 and redacted emails; use include_emails: true to reveal emails.

No

list_invalid_emails

List invalid email suppressions. Defaults to limit: 50 and redacted emails; use include_emails: true to reveal emails.

No

list_spam_reports

List spam report suppressions. Defaults to limit: 50 and redacted emails; use include_emails: true to reveal emails.

No

list_marketing_senders

List Marketing sender identities.

No

get_marketing_sender

Retrieve one Marketing sender identity.

No

create_marketing_sender

Create a Marketing sender identity.

Yes

update_marketing_sender

Update a Marketing sender identity.

Yes

delete_marketing_sender

Delete a Marketing sender identity. Requires confirm_delete: true.

Yes

resend_marketing_sender_verification

Resend a sender verification email.

Yes

get_stats

Retrieve email stats for start_date, optional end_date, and optional aggregation.

No

validate_email

Validate one email address.

No

Safety Behavior

  • Tool schemas are closed with additionalProperties: false.

  • Tool arguments are validated before SendGrid is called.

  • Empty strings, wrong primitive types, empty arrays, unexpected arguments, and missing required fields are rejected locally.

  • Destructive delete tools require confirm_delete: true.

  • Template content edits are safe by default through create_template_version, which creates inactive versions unless active: 1 is explicitly provided.

  • Server error logging avoids dumping raw error objects to stderr.

Agent Response Conventions

  • List tools use the SendGrid endpoint's real pagination model: page_size/page_token, limit/offset, or endpoint-specific filters.

  • Transformed list responses use { "result": [], "_metadata": {} }.

  • _metadata carries pagination, applied limits, offsets, and redaction flags.

  • Suppression list tools default to limit: 50 and redact email fields unless include_emails: true is set.

  • Content-heavy get tools may return summaries by default and expose full details through an explicit flag such as include_details: true.

Development

npm ci
npm run check

npm run check runs formatting, ESLint, TypeScript type checks, Vitest coverage, build, and npm audit.

Tests use Vitest with mocked SendGrid clients. They do not make live API calls.

Useful commands:

npm run format
npm run lint
npm run typecheck
npm run test:coverage
npm run watch
npm run inspector

CI runs the same validation gates on Node.js 24 and 26.

Architecture and code standards live in docs/ARCHITECTURE.md.

Notes

  • The API key must have the SendGrid permissions required for the tools you use.

  • Sender addresses must be verified before sending.

  • Bulk sends must include either a suppression group or custom unsubscribe URL.

  • SendGrid Marketing API changes can be eventually consistent; recently changed contacts and lists may not appear immediately.

  • Use least-privilege API keys when possible, especially for agents that only need template/design management.

References

Available Tools

80 tools
activate_template_versionB

Mutating: activate an existing dynamic template version. This changes which version is used for future sends.

ParametersJSON Schema
NameRequiredDescriptionDefault
version_idYesID of the version to activate
template_idYesID of the dynamic template

TDQS

B3.3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description should disclose behavioral traits beyond the schema. It only states 'Mutating' and the effect, but lacks details like whether it is reversible, any required permissions, or what happens to the previously active version.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that conveys the core purpose without fluff. It is efficient but could benefit from slightly more context without being verbose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simplicity (2 parameters, no output schema, no annotations), the description is minimal. It lacks information about the return value or success confirmation, which would be helpful for an agent to know the outcome after invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema covers 100% of parameters with descriptions. The tool description adds no additional meaning beyond what the schema already provides, so baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('activate'), the resource ('existing dynamic template version'), and the effect ('changes which version is used for future sends'). It distinguishes this tool from siblings like create_template_version or delete_template_version.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

While the description indicates the tool is mutating and its effect, it does not explicitly state when to use this tool versus alternatives or provide any prerequisites (e.g., version must exist). The usage context is implied but not fully spelled out.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_contactC

Add a contact to your SendGrid marketing contacts

ParametersJSON Schema
NameRequiredDescriptionDefault
emailYesContact email address
last_nameNoContact last name (optional)
first_nameNoContact first name (optional)
custom_fieldsNoCustom field values (optional)

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description bears full burden for behavioral disclosure. It only states 'Add a contact', omitting critical details like idempotency (e.g., duplicates), error handling, required permissions, or what happens on failure. This leaves the agent unaware of potential side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no redundant words. Every word earns its place; it is appropriately sized for the tool's simplicity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having 4 parameters including a nested object ('custom_fields') and no output schema, the description provides no information about return values, success indicators, or usage constraints. For a tool with moderate complexity, this is insufficient for complete understanding.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Since schema coverage is 100% (all four parameters have descriptions in the schema), the baseline is 3. The description adds no additional parameter context beyond the schema, so no extra value is provided.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Add' and the resource 'contact to your SendGrid marketing contacts', effectively distinguishing it from sibling tools like 'add_contacts_to_list' and 'add_global_suppressions'. However, it could be slightly more explicit about the scope, e.g., whether it's a single contact or bulk.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives such as 'add_contacts_to_list' or 'delete_contacts'. The description lacks context about prerequisites (e.g., existing list) or scenarios where other tools are more appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_contacts_to_listC

Add contacts to an existing SendGrid list

ParametersJSON Schema
NameRequiredDescriptionDefault
emailsYesArray of email addresses to add to the list
list_idYesID of the contact list

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description indicates a mutation but does not disclose key behaviors: whether it deduplicates, whether it overwrites existing contacts, or what happens if an email is invalid. No annotations are present to compensate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence of 6 words, which is concise but lacks structure. It does not waste words but also provides minimal information beyond the tool's name.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple mutation tool with 2 parameters and no output schema, the description is minimally adequate but fails to mention return behavior, error handling, or rate limits. The lack of annotations increases the need for such context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with descriptions for both parameters. The description adds no additional meaning beyond the schema; it merely restates the purpose.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (add) and the resource (contacts to an existing SendGrid list). It distinguishes from siblings like create_contact_list and remove_contacts_from_list, but could be more explicit about the scope (e.g., appending to a list).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives like add_contact, send_to_list, or remove_contacts_from_list. Prerequisites such as list existence are not mentioned.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_global_suppressionsB

Mutating: add email addresses to global suppressions

ParametersJSON Schema
NameRequiredDescriptionDefault
emailsYesEmail addresses to suppress globally

TDQS

B3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description labels the tool as 'Mutating' which hints at a write operation, but no annotations are provided to confirm safety. It does not disclose side effects, duplicate handling, permissions, or reversibility (the existence of a deletion sibling is not referenced).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise (5 words) but lacks structure and context. It is front-loaded with 'Mutating:' but provides no further detail, making it under-specified.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has one parameter, no output schema, and no annotations, the description should provide more behavioral context. It fails to explain return values, error conditions, or any side effects of the mutation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 100% schema coverage, the parameter description already specifies 'Email addresses to suppress globally'. The tool description adds no additional meaning beyond this.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('add') and the resource ('email addresses to global suppressions'). It distinguishes from sibling tools like add_group_suppressions and delete_global_suppression through the 'global suppressions' qualifier.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives like add_group_suppressions. There is no mention of prerequisites, frequency limits, or context for use.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_group_suppressionsB

Mutating: add email addresses to a suppression group

ParametersJSON Schema
NameRequiredDescriptionDefault
emailsYesEmail addresses to suppress
group_idYesSuppression group ID

TDQS

B3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description only says 'Mutating', but with no annotations, it fails to disclose side effects, authorization needs, or idempotency. The agent cannot assess risks.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very short (one fragment) but lacks proper sentence structure. It is concise but not well-formed, earning a midpoint score.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description should hint at return values or confirmation. It does not, leaving the agent uncertain about the tool's response.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline 3 applies. The description adds no additional meaning beyond the parameter names and types in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'add' and the resource 'email addresses to a suppression group', which distinguishes it from siblings like add_global_suppressions and delete_group_suppression.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool over alternatives such as add_global_suppressions or list_group_suppressions. The agent gets no context for decision-making.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

cancel_single_send_scheduleA

Mutating: cancel a scheduled Single Send without deleting the draft

ParametersJSON Schema
NameRequiredDescriptionDefault
single_send_idYesSingle Send ID

TDQS

A3.9/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden. It discloses that the tool is mutating and preserves the draft, which is helpful. However, it omits potential side effects, permission requirements, or confirmation of success/failure beyond the basic behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence front-loaded with 'Mutating' immediately signals the tool type. Every word adds value: no redundancies or fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the low complexity (1 parameter, no output schema), the description covers the key action and side effect (draft preservation). However, it lacks details on return values, error conditions, or confirmations. The context is adequate but not thorough.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema already describes the parameter 'single_send_id'. The description adds context by specifying it applies to a 'scheduled' Single Send, which clarifies the scope beyond the schema's generic 'Single Send ID'.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'cancel' and the resource 'scheduled Single Send', and distinguishes itself from 'delete_single_send' by clarifying that the draft is not deleted. This provides specific, actionable purpose.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage via the distinction from deletion, but does not explicitly state when to use this tool versus alternatives like 'delete_single_send' or 'schedule_single_send'. No when-not-to-use guidance is provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_contact_listC

Create a new contact list in SendGrid

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName of the contact list

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full burden. It only states creation but does not disclose behavioral traits such as idempotency, error handling, or confirmation behavior. For a creation tool, more detail is needed (e.g., does it overwrite an existing list?).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence is concise and front-loaded. It communicates the core purpose without filler. However, given the simplicity, it could be slightly more informative without losing conciseness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Tool is simple with one parameter and no output schema. The description could mention what the tool returns (e.g., list ID or confirmation) to be complete. As is, it is barely adequate for an agent to use correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with a single parameter 'name' already described. The description adds no extra meaning beyond the schema, not even format constraints. Baseline of 3 is appropriate given full schema coverage but no added value from description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description uses specific verb 'create' and resource 'contact list' with context 'in SendGrid'. It clearly states the tool's action and resource, but could better differentiate from siblings like 'add_contacts_to_list' or 'update_contact_list'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives. Does not mention prerequisites, such as having a list name, or context like whether multiple lists with the same name are allowed. Lacks any when-to-use or when-not-to-use information.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_custom_fieldA

Mutating: create a SendGrid marketing contact custom field definition

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesCustom field name
field_typeYesSendGrid field type, such as Text, Number, or Date

TDQS

A3.5/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided; the description only says 'Mutating:' to indicate a write operation. It fails to disclose other behavioral traits such as idempotency, error conditions, or what happens if a field with the same name exists.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no extraneous words. It front-loads the mutation indicator ('Mutating:') and concisely states the tool's purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple tool with two parameters and no output schema, the description provides adequate core information. However, it lacks details on return values, uniqueness constraints, or error handling, which would improve completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema describes both parameters ('name' and 'field_type') with clear descriptions. The tool description adds no additional meaning beyond what the schema provides. With 100% schema coverage, the baseline score is 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('create') and resource ('a SendGrid marketing contact custom field definition'). It distinguishes from sibling tools like 'delete_custom_field' and 'update_custom_field' by specifying 'create'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for creating custom fields but provides no explicit guidance on when to use or avoid it. No mention of alternatives or prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_designC

Mutating: create a new SendGrid Design Library design

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesDesign name
editorNoOptional editor type supported by SendGrid
subjectNoOptional email subject
categoriesNoOptional categories
html_contentNoOptional design HTML content
plain_contentNoOptional plain text content
generate_plain_contentNoOptional flag for SendGrid to generate plain text from HTML

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description labels the tool as 'Mutating', indicating side effects, but no further details are given (e.g., what happens if the name is duplicate, whether existing designs are affected, or any validation rules). With no annotations, this is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very short (one sentence), which is concise, but it sacrifices necessary detail. It lacks structure and does not earn its place beyond stating the basic action.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 7 parameters, no output schema, and no annotations, the description is incomplete. It does not explain the return value, error cases, or behavior for optional fields, leaving significant gaps for an agent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, providing meaning for all parameters. The description adds no additional context beyond the schema, so the baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('create') and the resource ('a new SendGrid Design Library design'). It distinguishes from sibling tools like update_design or duplicate_design by specifying 'new'. However, it could be more precise about the scope (e.g., is this a design template?).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives like create_template or duplicate_design. The context of 'Design Library' vs 'Templates' is implicit, but not explicitly clarified.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_marketing_senderC

Mutating: create a SendGrid Marketing sender identity

ParametersJSON Schema
NameRequiredDescriptionDefault
senderYesComplete SendGrid sender request body

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden. It only states 'Mutating: create', indicating a write operation, but fails to disclose side effects, idempotency, or requirements like authentication or verification status.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single short sentence, front-loading the action type 'Mutating'. It is concise but lacks necessary detail, balancing efficiency against completeness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the nested object parameter, lack of output schema, and absence of annotations, the description is too sparse. It does not explain the sender object structure, return values, or error handling, making it incomplete for practical use.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage for the single parameter is 100% with a brief description 'Complete SendGrid sender request body'. The description adds no additional meaning beyond the schema, meeting the baseline for high coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action 'create' and the resource 'SendGrid Marketing sender identity', providing a specific verb+resource combination. However, it does not differentiate from sibling tools like update_marketing_sender or resend_marketing_sender_verification, lacking distinctiveness.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description offers no guidance on when to use this tool versus alternatives, nor does it mention prerequisites or post-conditions. The only hint is 'Mutating', which is insufficient for usage decisions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_segmentC

Mutating: create a SendGrid Segments v2 segment

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesSegment name
query_dslYesSendGrid segment query DSL

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The label 'Mutating' indicates state changes, but with no annotations, the description should disclose more (e.g., side effects, reversibility, authorization requirements). It fails to add meaningful behavioral context beyond this minimal label.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise (one sentence) and front-loads the mutability hint. Every word earns its place, though it could be slightly more structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity of the SendGrid segments context and the presence of many sibling tools (e.g., list_segments, update_segment, delete_segment), the description is insufficient. It does not explain what a segment is or what the tool returns, and the lack of output schema compounds this gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% for both parameters, so the baseline is 3. The description adds no additional meaning beyond what the schema already provides for 'name' and 'query_dsl'.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('create') and resource ('SendGrid Segments v2 segment'), providing a specific verb and resource. However, it does not differentiate this tool from closely related siblings like 'create_contact_list' or 'update_segment', which also deal with segmentation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool vs. alternatives such as 'create_contact_list' for lists or 'update_segment' for modification. There are no prerequisites, context, or exclusions mentioned.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_single_sendA

Mutating: create a SendGrid Single Send draft without scheduling it

ParametersJSON Schema
NameRequiredDescriptionDefault
single_sendYesComplete SendGrid Single Send request body

TDQS

A3.6/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must disclose behavioral traits. It only labels the tool as 'Mutating' and notes no scheduling, but lacks details on side effects, authorization, idempotency, or error states.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence that front-loads the mutating nature and core action. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has one complex nested parameter and no output schema or annotations, the description is too minimal. It lacks guidance on the expected request body structure, validation, or typical usage scenarios.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, but the parameter description in the tool description adds no value beyond the schema's 'Complete SendGrid Single Send request body'. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the specific action: create a SendGrid Single Send draft without scheduling. It distinguishes from siblings like schedule_single_send and update_single_send.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage when a draft is needed without scheduling. It provides context but does not explicitly state when not to use or list alternatives, though sibling names give clues.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_templateB

Create a new email template in SendGrid

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName of the template
subjectYesDefault subject line for the template
html_contentYesHTML content of the template
plain_contentYesPlain text content of the template

TDQS

B3.1/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries full responsibility. It only states the action without disclosing side effects, authentication needs, or behavior on conflicts (e.g., duplicate names). This is a significant gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that is concise and front-loaded. It could be expanded without losing efficiency, but it is not verbose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the four required parameters and no output schema or annotations, the description is too sparse. It does not explain the return value, error conditions, or any side effects, leaving the agent underinformed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds no new meaning to the parameters beyond what the input schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Create' and the resource 'email template', and it distinguishes itself from sibling tools that deal with template versions, updates, or deletions.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives (e.g., create_template_version, update_template). The agent receives no context about prerequisites or when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_template_versionA

Mutating but safe-by-default: create a new dynamic template version from edited content. The new version is inactive unless active is set to 1.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName for the new version
activeNoOptional active flag. Defaults to 0 so edits do not immediately affect production sends.
subjectYesSubject line for the new version
template_idYesID of the dynamic template
html_contentYesHTML content for the new version
plain_contentYesPlain text content for the new version

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Despite no annotations, the description discloses the key behavioral trait: mutation is safe by default because the new version is inactive unless 'active' is set to 1. This explains why it won't affect production sends. No additional details on auth or rate limits, but sufficient for the tool's simplicity.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One sentence that immediately delivers the key purpose and behavioral nuance. Every word earns its place, front-loaded with 'Mutating but safe-by-default'.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is simple with no output schema. The description covers creation and default state adequately. Could mention that the new version is created under the specified template_id, but this is implied. Complete given the complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with good descriptions. The description adds value by explaining the rationale for default active=0 ('so edits do not immediately affect production sends'), which goes beyond the schema's 'Optional active flag. Defaults to 0.'.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it creates a new dynamic template version from edited content, distinguishing it from 'create_template' (creates new template) and 'activate_template_version' (activates version). The verb 'create' paired with 'version' precisely identifies the resource.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear context: safe-by-default with inactive new version. It implies using this to create drafts before activating, but does not explicitly state when not to use it or compare to 'update_template_version' or 'activate_template_version'. The guidance is strong but not exhaustive.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_contactsA

Destructive: permanently delete contacts from your SendGrid account. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
emailsYesArray of email addresses to delete
confirm_deleteYesMust be true to confirm permanent deletion

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description discloses destructive nature and confirms permanent deletion. However, it lacks details on reversibility, impact on related data, rate limits, or error handling.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise with one sentence plus a requirement note. It is front-loaded with the key action, though structure could be improved with bullet points.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema and no annotations, the description lacks details on return value, confirmation of deletion, or error scenarios. It is adequate for a simple delete but not fully complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with clear parameter descriptions. The description adds minimal value beyond stating the confirm_delete requirement, which is redundant with the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb (delete), resource (contacts), and scope (from SendGrid account). It distinguishes from sibling delete tools by specifying contacts by emails.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description mentions the confirm_delete requirement but provides no guidance on when to use this tool vs alternatives like remove_contacts_from_list. No explicit when-not-to-use context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_custom_fieldB

Destructive: delete a SendGrid marketing contact custom field definition. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
field_idYesCustom field definition ID
confirm_deleteYesMust be true to confirm deletion

TDQS

B3.1/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden. It labels the tool as 'Destructive' and notes the confirm_delete requirement, but does not disclose consequences like data loss, irreversibility, or impact on existing records. This is minimal for a destructive action.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no wasted words. It is front-loaded with 'Destructive', immediately conveying the tool's nature. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple delete operation, the description is adequate but minimal. No output schema exists, and the description does not explain return values, whether deletion is synchronous, or what happens if the field is in use. It meets basic needs but lacks depth.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the description adds no new meaning beyond the schema. The schema already describes confirm_delete as 'Must be true', which the description reiterates. Baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'delete' and the resource 'custom field definition', making the purpose unambiguous. It is specific enough to distinguish from sibling tools like create_custom_field or update_custom_field, though it does not explicitly differentiate.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description mentions the requirement 'confirm_delete: true' but provides no guidance on when to use this tool versus alternatives, such as deactivating a field or using other deletion tools. No when-not or comparative context is given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_designA

Destructive: permanently delete a SendGrid Design Library design. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
design_idYesID of the design to delete
confirm_deleteYesMust be true to confirm permanent deletion

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Explicitly labels the action as 'Destructive' and 'permanently delete', disclosing the irreversible nature. With no annotations, the description appropriately warns about the destructive effect.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short, front-loaded sentences with no wasted words. 'Destructive' immediately signals risk. Every sentence earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simple operation (delete by ID with confirmation), the description covers the core purpose and safety precaution. Could mention return behavior or error states, but not essential for a delete tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds no new semantic meaning beyond what the schema already provides for both parameters; it merely restates the confirm_delete requirement.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states the tool permanently deletes a SendGrid Design Library design, using specific verb and resource. It distinguishes from siblings like delete_template and delete_contacts by specifying 'Design Library design'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives such as update_design or other delete operations. Only mentions a requirement (confirm_delete) without context of when deletion is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_global_suppressionA

Mutating and sensitive: remove one email address from global suppressions. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
emailYesEmail address to remove from global suppression
confirm_deleteYesMust be true to confirm removal

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Without annotations, the description partially discloses behavioral traits: 'Mutating and sensitive' and the confirmation requirement. It does not address irreversibility, auth needs, or edge cases like non-existent emails. Adequate but not rich.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, no extraneous text, and front-loads critical details ('Mutating and sensitive'). Highly efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple delete tool with only two parameters and no output schema, the description covers the essential context: action, confirmation requirement, and sensitivity. Could mention scope (single email) but schema implies it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the description adds no new information about parameters beyond what the schema already provides ('email' and 'confirm_delete'). Baseline score is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description explicitly states the action ('remove one email address from global suppressions') and contrasts with siblings like add_global_suppressions and list_global_suppressions. Purpose is clear and specific.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides the key usage requirement ('Requires confirm_delete: true') and labels the tool as 'sensitive,' implying caution. However, it does not explicitly state when not to use this tool or mention alternatives for bulk operations.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_group_suppressionA

Mutating and sensitive: remove one email address from a suppression group. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
emailYesEmail address to remove from suppression
group_idYesSuppression group ID
confirm_deleteYesMust be true to confirm removal

TDQS

A3.9/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure. It flags the action as mutating and sensitive and highlights the confirm_delete requirement, but does not detail other traits such as return value, irreversibility, or authentication needs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two concise sentences: first states purpose and sensitivity, second states a necessary requirement. No fluff, front-loaded with the verb 'remove', making it efficient for an AI agent to parse.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a deletion tool with three simple parameters and no output schema, the description covers the core action and a key constraint. However, it lacks details on success/error behavior, idempotency, or side effects, which would be valuable for an agent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents each parameter. The description adds emphasis on the confirm_delete constraint ('Must be true'), but adds little beyond the schema for email and group_id. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb (remove), resource (one email address from a suppression group), and an important constraint (requires confirm_delete: true). It distinguishes from sibling tools like delete_global_suppression or add_group_suppressions by specifying the scope.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly states it's for removing one email from a suppression group and that it's mutating and sensitive. However, it does not explicitly list alternative tools for similar tasks or specify when not to use this tool, though the name and context make it reasonably clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_listA

Destructive: delete a contact list from SendGrid. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
list_idYesID of the contact list to delete
confirm_deleteYesMust be true to confirm deletion

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description labels the tool as 'Destructive' and requires confirmation, which provides basic behavioral context. However, given no annotations, it lacks details on side effects, reversibility, or what happens to associated data.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Extremely concise: two sentences, front-loaded with 'Destructive', no unnecessary words. Efficient for its content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema and no annotations, the description is minimal. It covers the action and key parameter but omits success/error details, prerequisites, or post-conditions. Adequate for a simple delete but not comprehensive.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the description does not need to add much. It reiterates the confirm_delete requirement, which is already in the schema. No additional semantic value.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it deletes a contact list from SendGrid, with a specific verb 'delete' and resource 'contact list'. It distinguishes from siblings like update_contact_list or delete_contacts.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It mentions the required confirm_delete parameter, indicating when to use it, but does not explicitly state when not to use it or compare to alternatives like delete_contacts or delete_segment.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_marketing_senderA

Destructive: delete a SendGrid Marketing sender identity. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
sender_idYesMarketing sender ID
confirm_deleteYesMust be true to confirm deletion

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the burden of behavioral disclosure. It labels the tool as 'Destructive', which is good, but lacks details on irreversibility, side effects, or prerequisites (e.g., whether sender is associated with campaigns).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no extraneous information. It efficiently conveys the destructive nature and a critical requirement.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simplicity of the tool and absence of an output schema, the description covers the essential aspects: the operation and a key requirement. However, it could mention preconditions like requiring the sender to exist for completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage for both parameters. The description reinforces that confirm_delete must be true, but adds no new semantic meaning beyond what the schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('delete') and the resource ('SendGrid Marketing sender identity'), making it specific and distinct from sibling tools like create_marketing_sender or update_marketing_sender.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description specifies a key usage condition ('Requires confirm_delete: true'), which guides the agent. However, it does not explicitly state when to use this tool versus alternatives, though the destructive nature implicitly clarifies its purpose.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_segmentB

Destructive: delete a SendGrid Segments v2 segment. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
segment_idYesSegment ID
confirm_deleteYesMust be true to confirm deletion

TDQS

B3.4/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It notes the action is 'Destructive' and requires confirmation, but lacks details on permanence, authorization needs, or side effects. This is minimal for a mutation tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise (one sentence) with the key behavioral keyword 'Destructive' front-loaded. However, it could be slightly more informative without becoming verbose, hence a 4.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simplicity of the tool (2 params, no output schema) and the presence of many sibling delete tools, the description does not differentiate when to use this over alternatives. It is adequate but not thorough.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already describes both parameters. The description adds 'Requires confirm_delete: true', which is redundant with the schema's description. No new semantic value beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool deletes a SendGrid Segments v2 segment, with a specific verb ('delete') and resource ('Segments v2'), distinguishing it from sibling delete tools targeting other resources.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for deleting segments and highlights the need for 'confirm_delete: true', but does not provide explicit guidance on when to use this tool versus other delete tools or when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_single_sendA

Destructive: delete a SendGrid Single Send. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
confirm_deleteYesMust be true to confirm deletion
single_send_idYesSingle Send ID

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description explicitly labels the tool as 'Destructive', which conveys its irreversible nature. With no annotations provided, the description adequately covers the behavioral traits beyond the schema, though it could mention lack of undo or other side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise with two sentences, no unnecessary words, and front-loads the critical behavioral trait 'Destructive'. Every word serves a purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simplicity of the tool (two required parameters, no output schema), the description provides sufficient context: it identifies the action, the resource, and a key precondition. It is complete enough for an AI agent to use correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Baseline score of 3 because input schema coverage is 100% and the description does not add new parameter meanings beyond what is already in the schema. The required confirm_delete is mentioned but already documented.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'delete' and the resource 'Single Send', making it specific and easily distinguishable from sibling tools that operate on different resources or perform different actions.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description includes a key usage guideline: the requirement for 'confirm_delete: true'. However, it does not explicitly state when to use this tool versus alternatives or when not to use it, though the purpose is self-explanatory.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_templateA

Destructive: permanently delete a dynamic template from SendGrid. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
template_idYesID of the template to delete
confirm_deleteYesMust be true to confirm permanent deletion

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description labels the tool as 'Destructive' and mentions 'permanently delete', but with no annotations, more detail on consequences (e.g., impact on associated campaigns, irreversibility) would improve transparency. The description adds minimal value over the schema's parameter description.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence, which is concise. However, it barely covers necessary information; breaking into two sentences could improve readability without adding length.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple destructive tool with two parameters and no output schema, the description covers the essential points: action, resource, and required confirmation. However, mentioning that the action is irreversible or where to find the template_id could enhance completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The description does not add new meaning; it restates that confirm_delete must be true and implies template_id is the identifier. No extra syntax or format details are provided.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'delete' and the resource 'dynamic template', and specifies the tool is for permanent deletion. It distinguishes from siblings like delete_template_version.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description includes the requirement 'confirm_delete: true', which is a usage guideline, but lacks explicit guidance on when to use this tool versus alternatives (e.g., deactivating a template or deleting a version). No when-not-to-use or alternative suggestions are provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_template_versionA

Destructive: permanently delete a dynamic template version. Requires confirm_delete: true.

ParametersJSON Schema
NameRequiredDescriptionDefault
version_idYesID of the version to delete
template_idYesID of the dynamic template
confirm_deleteYesMust be true to confirm permanent deletion

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description bears full transparency burden. It labels the operation as 'Destructive' and 'permanently delete,' and states the confirmation requirement. However, it omits details like recoverability, permissions, or effects on linked data.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single, front-loaded sentence that efficiently conveys the essential information without waste. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given three required parameters and no output schema or annotations, the description provides the minimal needed context but lacks details on return value or post-operation state. It is adequate but not thorough.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and the description adds no new meaning beyond what the schema provides for parameters. The confirmation requirement is already explicit in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (delete), resource (dynamic template version), and key trait (permanent/destructive). It distinguishes from sibling tools like `delete_template` and `activate_template_version`.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description mentions the required `confirm_delete` parameter but provides no guidance on when to use this tool vs alternatives or when not to use it. Usage is implied but not explicitly scoped.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

duplicate_designC

Mutating: copy an existing SendGrid Design Library design

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoOptional name for the copied design
design_idYesID of the design to copy

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are present, so the description must fully disclose behavior. It labels the tool as 'Mutating' but does not describe side effects, permissions required, or what the response contains (e.g., the new design ID). This is minimal transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very concise at one sentence. However, the 'Mutating:' prefix could be considered redundant if annotations existed, but since they don't, it adds value. No unnecessary words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a mutation tool with no output schema and two parameters, the description lacks completeness. It does not explain the outcome (e.g., a new design is created, how to reference it), nor does it cover any behavioral nuances beyond duplication.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents both parameters. The description adds no additional meaning beyond what the schema provides, meeting the baseline of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it copies an existing design from the SendGrid Design Library, using specific verb 'copy' and resource 'design'. It distinguishes from sibling tools like create_design (which creates new) and duplicate_pre_built_design (which copies a pre-built design), though it doesn't explicitly call out this distinction.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No usage guidelines are provided. There is no indication of when to use this tool versus alternatives like duplicate_pre_built_design or create_design, nor any mention of prerequisites or context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

duplicate_pre_built_designB

Mutating: copy a SendGrid pre-built design into your account

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoOptional name for the copied design
design_idYesID of the pre-built design to copy

TDQS

B3.3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations are absent, so the description must fully disclose behavioral traits. It only labels the action as 'Mutating', indicating state change, but omits details like permissions needed, side effects (e.g., the original pre-built design remains unchanged), or any potential impact.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Extremely concise, using only 7 words. Every element ('Mutating:', 'copy', 'SendGrid pre-built design', 'into your account') serves a clear purpose without redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple 2-parameter tool with no output schema, the description covers the basic action. However, it lacks usage context and behavioral notes that would aid an AI agent, such as prerequisites or what the copied design entails.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, providing descriptions for both parameters. The tool description adds no additional semantic meaning beyond what the schema already offers, so it meets the baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it copies a SendGrid pre-built design into the user's account, with a specific verb 'copy' and resource 'pre-built design'. It distinguishes from siblings like 'duplicate_design' by focusing on pre-built designs rather than existing account designs.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives such as 'create_design' or 'duplicate_design'. The description does not mention the typical workflow or provide exclusion criteria.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

duplicate_single_sendB

Mutating: duplicate a SendGrid Single Send

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoOptional name for duplicate
single_send_idYesSource Single Send ID

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description only says 'Mutating:' which indicates state change, but it does not disclose whether the original is affected, if there are permissions needed, or what happens with the duplicate name. No annotations are provided, so the description should add more context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence with a clear prefix. No unnecessary words, perfectly concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema and no annotations, the description should explain what the tool returns (e.g., the new single send ID). It only says it duplicates, leaving the agent unsure about the response or next steps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The schema already describes single_send_id and name. The description does not add any additional meaning or usage details for these parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it duplicates a Single Send, which is a specific verb and resource. The sibling tools include create_single_send and delete_single_send, so it is distinct.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool vs alternatives like duplicate_design or duplicate_template. There is no mention of prerequisites or when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

duplicate_templateB

Mutating: copy a dynamic template into a new dynamic template using SendGrid native duplication

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName for the copied template
template_idYesID of the source dynamic template

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must fully disclose behavioral traits. It only states 'Mutating', signaling a write operation, but lacks details on side effects (e.g., whether versions are copied, if the original template is unaffected, or if there are idempotency guarantees). No permissions or error conditions are mentioned.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence of 14 words, efficiently conveying the core purpose. It is front-loaded with 'Mutating:' to immediately indicate the tool's side effect. Every word serves a purpose with no redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (copying a template), the description omits critical context: What is the return value? Does it return the new template ID? Are there constraints on name length or uniqueness? No output schema exists to fill this gap. The agent would need to infer behavior from invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Both parameters (name, template_id) have clear descriptions in the input schema, achieving 100% coverage. The description adds no extra semantic meaning beyond the schema's documentation. Baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action: 'copy a dynamic template into a new dynamic template'. It specifies the resource (dynamic template) and verb (copy), distinguishing it from sibling tools like create_template (create from scratch) or update_template_name (rename). The mention of 'SendGrid native duplication' adds specificity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives such as duplicate_design or duplicate_single_send. The description does not mention any prerequisites, limitations, or context for choosing this tool over other duplication methods. The agent receives no help in disambiguation.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_contact_by_idA

Read-only: retrieve one marketing contact by contact ID

ParametersJSON Schema
NameRequiredDescriptionDefault
contact_idYesSendGrid contact ID

TDQS

A4.5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description explicitly labels the tool as 'Read-only', which is a direct behavioral disclosure. Since there are no annotations, this description fully carries the burden and is sufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence that front-loads the critical 'Read-only' attribute. Every word is necessary and there is no wasted text.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (one parameter, no output schema, straightforward retrieval), the description provides all necessary information. No additional context is needed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with a clear description of the single parameter. The tool description does not add additional meaning beyond the schema, so baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description explicitly states 'retrieve one marketing contact by contact ID', using a specific verb and resource. It clearly distinguishes from sibling tools that retrieve multiple contacts (e.g., get_contacts_by_emails, list_contacts) or perform mutations.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly indicates use when you have a specific contact ID. It does not explicitly mention alternatives or when-not-to-use, but the context is clear given the tool name and sibling tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_contact_listA

Read-only: retrieve one SendGrid contact list by ID

ParametersJSON Schema
NameRequiredDescriptionDefault
list_idYesContact list ID

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Given no annotations, the description declares 'Read-only', which discloses non-destructive behavior. It does not address authentication, rate limits, or other traits, but the key behavioral trait is covered.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no redundant words. Every part earns its place: it specifies nature (read-only), action (retrieve), resource (contact list), and identifier (by ID).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple retrieval tool with one parameter and no output schema, the description is adequate. It could hint at what details are returned, but the core purpose is fully communicated.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema covers the single parameter with a description. The tool description adds no extra meaning beyond the schema, so baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves one contact list by ID, using the verb 'retrieve' and specifying the resource. It is distinct from siblings like 'list_contact_lists' (lists all) and 'update_contact_list' (mutates).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'Read-only' label indicates when to use (for retrieval without modification) but does not explicitly exclude other use cases or mention alternatives. However, the context is clear for a simple get operation.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_contacts_by_emailsB

Read-only: retrieve marketing contacts by email addresses

ParametersJSON Schema
NameRequiredDescriptionDefault
emailsYesEmail addresses to retrieve

TDQS

B3.3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description declares 'Read-only', which is a key behavioral trait, but lacks details on return format, limits, or side effects. With no annotations provided, the description should offer more transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no wasted words. It is concise, though it could benefit from additional structure (e.g., return value hint).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a read-only retrieval tool with no output schema, the description fails to mention what is returned (full contact objects, IDs, etc.). This leaves a critical gap in the agent's understanding.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage for the 'emails' parameter, so the description adds no additional semantic value beyond what the schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'retrieve', the resource 'marketing contacts', and the method 'by email addresses'. It distinguishes itself from sibling tools like get_contact_by_id and list_contacts by specifying the lookup key.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives. The description only states what it does, leaving the agent to infer usage context from the name and description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_contacts_by_listB

Get all contacts in a SendGrid list

ParametersJSON Schema
NameRequiredDescriptionDefault
list_idYesID of the contact list

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description should disclose behavioral traits like pagination or limits, but it only states the basic action. Important context (e.g., whether it returns all contacts at once) is missing.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single efficient sentence, but it could be improved slightly with more context without becoming verbose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the one-parameter schema and lack of output schema, the description is somewhat complete but lacks behavioral details like pagination that are typical for list endpoints.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 100% coverage for the single parameter 'list_id', and the description does not add extra meaning beyond what the schema already provides. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description specifies a clear verb ('Get') and resource ('all contacts in a SendGrid list'), and distinguishes itself from siblings like 'get_contact_by_id' and 'list_contacts' by focusing on a specific list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives (e.g., 'list_contacts' vs this one), nor any prerequisites or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_designA

Read-only: retrieve a SendGrid Design Library design including editable content fields

ParametersJSON Schema
NameRequiredDescriptionDefault
design_idYesID of the design to retrieve

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries full burden. It declares 'Read-only' which is transparent about mutability, but lacks details on error handling, rate limits, or return format beyond 'editable content fields'. Adequate but minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no redundant words. It immediately conveys the key trait (Read-only) and the action. Highly efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (1 param, no output schema), the description provides basic completeness. However, it lacks guidance on distinguishing from other read-like siblings (e.g., list_designs) and does not specify what 'editable content fields' entails for the response.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with a single parameter 'design_id' described as 'ID of the design to retrieve'. The description adds 'including editable content fields' which hints at return content but doesn't enhance parameter meaning beyond schema. Baseline 3 applied.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves a SendGrid Design Library design, includes 'Read-only' to emphasize safe usage, and specifies 'including editable content fields' to differentiate from simpler retrievals. It distinguishes from sibling tools like create_design, update_design, delete_design.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description labels the tool as 'Read-only', implying it should not be used for modifications, but it does not provide explicit guidance on when to use this tool over alternatives like list_designs or get_pre_built_design. No exclusion or alternative hints given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_list_contact_countA

Read-only: retrieve contact count for one SendGrid contact list

ParametersJSON Schema
NameRequiredDescriptionDefault
list_idYesContact list ID

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description states 'Read-only', indicating no side effects, which is positive. However, with no annotations, it does not disclose potential error conditions (e.g., invalid list_id), rate limits, or authentication requirements. The behavioral disclosure is minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence that is concise and front-loaded with the key modifier 'Read-only'. Every word serves a purpose; no redundancy or wasted text.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simplicity of the tool (one parameter, no output schema), the description covers the core functionality and read-only nature. It could be slightly more complete by mentioning what the return value represents (the count), but overall it's sufficient.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema coverage is 100% with list_id described as 'Contact list ID'. The description adds marginal value by tying it to 'one SendGrid contact list', but doesn't provide format hints or examples. Baseline 3 is appropriate as schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves a contact count for one SendGrid contact list, which is specific and distinguishes it from siblings like get_total_contact_count (global count) and get_contacts_by_list (list of contacts). The 'Read-only' prefix immediately clarifies the nature.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage when needing a count for a specific list, but lacks explicit guidance on when not to use it or alternatives like get_total_contact_count or get_contacts_by_list. The context from sibling names helps but is not directly addressed.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_marketing_senderA

Read-only: retrieve one SendGrid Marketing sender identity

ParametersJSON Schema
NameRequiredDescriptionDefault
sender_idYesMarketing sender ID

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure. It states the tool is 'Read-only', which is a key behavioral trait. However, it does not mention what happens if the sender_id is invalid, nor any prerequisites or rate limits. The disclosure is adequate but not comprehensive.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that is front-loaded with 'Read-only'. It contains no filler or redundant information, making it highly concise and easy to parse.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (one parameter, no output schema, no nested objects), the description is minimally adequate. It conveys the core purpose and read-only nature, but does not describe the return format or error conditions, which would be helpful for an agent. It is somewhat incomplete but functional.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema already describes sender_id as 'Marketing sender ID' with 100% coverage. The description adds no additional meaning beyond implying the parameter is used for identification. Baseline 3 is appropriate as the description does not significantly augment the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'retrieve' and the resource 'one SendGrid Marketing sender identity', which distinguishes it from siblings like list_marketing_senders (list all) and create_marketing_sender (create). It is specific and unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description does not provide explicit guidance on when to use this tool versus alternatives. It does not mention that this tool is for retrieving a specific sender by ID, while for listing all senders one should use list_marketing_senders. The usage context is only implied by the tool name and schema.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_pre_built_designA

Read-only: retrieve a SendGrid pre-built design

ParametersJSON Schema
NameRequiredDescriptionDefault
design_idYesID of the pre-built design to retrieve

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description states 'Read-only', which signals no side effects, but with no annotations provided, it fails to disclose other behaviors such as error handling, authentication requirements, or response format. Only minimal transparency is achieved.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence that is concise, front-loaded with the key qualifier 'Read-only', and contains zero redundant words. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple retrieval tool with one parameter and no output schema, the description covers the essential purpose and read-only nature. It lacks details about the return value or error cases, but is mostly complete given the low complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The sole parameter 'design_id' is described in the schema as 'ID of the pre-built design to retrieve'. The tool description adds no additional meaning beyond this, and schema coverage is 100%, so baseline score applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action 'retrieve' and the resource 'SendGrid pre-built design', with a 'Read-only' prefix that distinguishes it from mutation tools. Siblings like 'list_pre_built_designs' or 'get_design' have different scopes, making purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives like 'list_pre_built_designs' or 'get_design'. Usage is implied from the name and description, but no when-not-to-use or alternative comparisons are provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_segmentA

Read-only: retrieve one SendGrid Segments v2 segment

ParametersJSON Schema
NameRequiredDescriptionDefault
segment_idYesSegment ID

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description declares 'Read-only,' indicating no side effects, but does not explain return format, error conditions, or authentication needs. Without annotations, more detail would be beneficial.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise (one sentence) and front-loads the key information (Read-only, retrieve one). It could be slightly expanded without losing efficiency.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple parameter get tool with no output schema, the description is largely complete. It could mention what is returned (the segment object) but is adequate for use.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with segment_id already described as 'Segment ID.' The description adds no further explanation of the parameter, so it meets the baseline but does not exceed it.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it is a read-only operation that retrieves one SendGrid Segments v2 segment, distinguishing it from list_segments (multiple) and update/delete tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description does not provide explicit guidance on when to use this tool versus alternatives (e.g., list_segments or get_contact_list), though the action is straightforward from the name and description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_single_sendC

Get details of a specific single send

ParametersJSON Schema
NameRequiredDescriptionDefault
single_send_idYesID of the single send to retrieve
include_detailsNoSet true to return the full Single Send payload. Defaults to false summary output.

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description bears full responsibility for behavioral disclosure. It merely restates the tool's purpose without revealing any behavioral traits, such as default behavior differences based on include_details, or implications of retrieval.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single concise sentence with no unnecessary words. While it lacks structure beyond the statement, it is appropriately brief for a simple get operation.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has two parameters and no output schema, the description is inadequate. It does not explain what 'details' entails, the meaning of 'summary output' versus 'full payload', or what the return value contains.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Input schema has 100% description coverage for both parameters. The description adds no additional meaning beyond the schema; baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Get details of a specific single send' clearly states the verb (get) and resource (single send). However, 'details' is vague and does not distinguish from sibling tools like get_single_send_stats, which also returns details.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives such as get_single_send_stats or get_single_send_schedule. The description offers no context for selecting this tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_single_send_scheduleA

Read-only: retrieve schedule information for a Single Send

ParametersJSON Schema
NameRequiredDescriptionDefault
single_send_idYesSingle Send ID

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Description indicates read-only nature (non-destructive) but lacks details on returned data structure, authentication needs, or any edge cases. With no annotations, the description carries full burden and is minimally adequate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Extremely concise single sentence that is front-loaded with the key purpose. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple tool with one parameter and no output schema, the description is brief but lacks details about what 'schedule information' includes (e.g., scheduled time, status). Slightly incomplete for an agent to fully understand the output.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with a clear description for 'single_send_id'. The tool description adds no extra meaning beyond what the schema already provides, so baseline score applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states the action 'retrieve' and the resource 'schedule information for a Single Send'. It distinguishes from sibling tools like 'get_single_send' and 'schedule_single_send' by focusing specifically on schedule info.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance provided on when to use this tool vs alternatives like 'get_single_send' or 'schedule_single_send'. No context on prerequisites or suitable scenarios.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_single_send_statsA

Read-only: retrieve stats for one SendGrid Single Send

ParametersJSON Schema
NameRequiredDescriptionDefault
end_dateNoOptional end date
start_dateNoOptional start date
aggregated_byNoOptional aggregation
single_send_idYesSingle Send ID

TDQS

A3.9/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Description adds 'Read-only' which is not in annotations (none provided). No additional behavioral traits (e.g., required permissions, rate limits) disclosed. Adequate but minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence with front-loaded 'Read-only' keyword. No filler words, every word adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema, so return values are not described. Schema covers parameters well, but the tool's output (stats fields) remains unspecified. Adequate for a simple retrieval but could be more complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Input schema has 100% description coverage for all 4 parameters. Description does not add any parameter context beyond what schema provides, so baseline score applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states 'retrieve stats for one SendGrid Single Send' – a specific verb and resource. It distinguishes from the sibling list_single_send_stats which retrieves stats for multiple.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Prefix 'Read-only' implies safe usage, and 'for one' indicates when to use this over list. No explicit exclusions or alternatives mentioned, but context is clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_statsC

Get SendGrid email statistics

ParametersJSON Schema
NameRequiredDescriptionDefault
end_dateNoEnd date in YYYY-MM-DD format (optional)
start_dateYesStart date in YYYY-MM-DD format
aggregated_byNoHow to aggregate the statistics (optional)

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are present, so the description carries full responsibility for behavioral disclosure. It only states 'Get', implying a read operation but does not elaborate on idempotency, side effects, data freshness, or rate limits. This is insufficient for an agent to understand the tool's behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence of 4 words, which is extremely concise. While it avoids verbosity, it lacks structure and front-loading of key information. It could be expanded slightly to include more context without becoming excessive.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 3 parameters and no output schema, the description is too sparse. It does not mention the type of statistics returned (e.g., aggregate counts, deliverability metrics) or how the tool relates to sibling stats tools. This gap hinders an agent's ability to understand the tool's full capabilities.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% coverage with descriptions for all three parameters (start_date, end_date, aggregated_by). The description adds no extra meaning beyond what the schema already provides, so the baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Get SendGrid email statistics' clearly states the verb (Get) and resource (SendGrid email statistics), making the tool's purpose understandable. However, it does not differentiate from sibling tools like 'get_single_send_stats' or 'list_single_send_stats', which similarly retrieve statistics.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives, such as more specific stats tools. There are no hints about prerequisites, limitations, or appropriate contexts, leaving the agent without decision-making support.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_templateA

Retrieve a SendGrid template by ID

ParametersJSON Schema
NameRequiredDescriptionDefault
template_idYesID of the template to retrieve

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the transparency burden. It implies a read-only operation via 'retrieve', but does not disclose auth requirements, error handling for missing IDs, or rate limits. Minimal disclosure for a simple read tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One efficient sentence with no redundant words. Perfectly concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simplicity (1 param, no output schema), the description covers the essentials. Could benefit from mentioning return value or behavior on missing template, but it's largely complete for its complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% for template_id. The description adds no additional meaning beyond what the schema already provides, so baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'Retrieve a SendGrid template by ID', specifying the verb 'retrieve', the resource 'SendGrid template', and the unique identifier 'ID'. It distinguishes itself from sibling tools like list_templates, create_template, and delete_template.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives. For example, it does not mention that this tool gets a single template by ID, while list_templates retrieves all templates. Usage context is implied but not stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_template_versionA

Read-only: retrieve one dynamic template version including subject, HTML, plain text, and active state

ParametersJSON Schema
NameRequiredDescriptionDefault
version_idYesID of the template version
template_idYesID of the dynamic template

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Clearly declares 'Read-only' indicating no side effects, and specifies exact fields returned (subject, HTML, plain text, active state). With no annotations provided, this provides good behavioral insight, though could mention error handling.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single, well-front-loaded sentence that conveys all essential information without unnecessary words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Lists return fields since no output schema exists, providing necessary context. However, does not mention potential errors or whether additional fields might be present.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with basic descriptions for template_id and version_id. The description adds no extra guidance on how to obtain these IDs beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clearly states verb 'retrieve', resource 'one dynamic template version', and lists included fields. Distinguishes from siblings like get_template and activate_template_version by specifying it's read-only and content-focused.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implies usage for when you need to view a specific version's content, but does not explicitly state when not to use it or mention alternatives among siblings like get_template.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_total_contact_countA

Read-only: retrieve total marketing contact count

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description explicitly marks the tool as 'Read-only', which is a key behavioral trait. However, without annotations, it does not disclose other details like rate limits or response format, leaving some transparency gaps.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no fluff, front-loaded with 'Read-only'. Every word is earned and efficiently conveys the tool's purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter tool with no output schema, the description sufficiently explains the action and result. It could mention the output format (e.g., integer), but the current level is adequate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters and schema coverage is 100% (trivially). The description adds no parameter details, but none are necessary; baseline 4 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'retrieve' and the resource 'total marketing contact count', making the tool's purpose specific and distinguishable from siblings like 'get_contact_by_id' or 'get_list_contact_count'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives (e.g., 'get_contact_by_id' for individual contacts or 'get_list_contact_count' for list-specific counts). The description lacks context for tool selection.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_blocksB

Read-only: list block suppressions

ParametersJSON Schema
NameRequiredDescriptionDefault
emailNoOptional email filter. Wildcards are supported by SendGrid.
limitNoMaximum records to return. Defaults to 50.
offsetNoRecord offset for pagination
end_timeNoOptional Unix end time
start_timeNoOptional Unix start time
include_emailsNoSet true to include email addresses. Defaults to false.

TDQS

B3.1/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description only mentions 'read-only' behavior but lacks details on pagination, return format, or any constraints beyond the parameter schema.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single concise sentence with no redundancy, though it could be expanded with essential context without losing conciseness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given six parameters and no output schema or annotations, the description is insufficient; it does not explain what block suppressions are or how the parameters interact.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema fully describes each parameter, so the description adds no additional value; baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (list) and the resource (block suppressions), distinguishing it from sibling tools like list_bounces or list_spam_reports.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives such as list_global_suppressions or list_group_suppressions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_bouncesC

Read-only: list bounce suppressions

ParametersJSON Schema
NameRequiredDescriptionDefault
emailNoOptional email filter. Wildcards are supported by SendGrid.
limitNoMaximum records to return. Defaults to 50.
offsetNoRecord offset for pagination
end_timeNoOptional Unix end time
start_timeNoOptional Unix start time
include_emailsNoSet true to include email addresses. Defaults to false.

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden. It only states 'Read-only', which implies non-destructiveness, but fails to disclose other behavioral traits like pagination behavior, rate limits, authentication requirements, or response details.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise at one short phrase. It is front-loaded with the key information. However, it could be more informative without sacrificing brevity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 6 parameters, no output schema, and no annotations, the description is insufficiently complete. It lacks details on return format, pagination handling, and other contextual behavior that an agent would need to use the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all parameters are documented in the schema. The description adds no additional meaning beyond the schema. According to the baseline rule for high coverage, a score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Read-only: list bounce suppressions' clearly states the action (list) and the resource (bounce suppressions). The 'Read-only' prefix adds context. Among sibling tools like list_blocks, list_invalid_emails, etc., the resource name differentiates it adequately, though no explicit distinction is made.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool vs. alternatives such as list_blocks or list_spam_reports. There are no explicit when-to-use, when-not-to-use, or alternative recommendations.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_contact_listsA

List all contact lists in your SendGrid account

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided. The description states it lists all contact lists, implying a read operation. However, it does not disclose behavioral details like pagination, rate limits, or whether the list is complete or truncated.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, directly states action and scope. No unnecessary words. Perfectly concise and front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no parameters and no output schema, the description is adequate for a simple list operation. It clearly states what it does. Could mention return format or that it returns arrays, but not essential.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters exist, so schema coverage is 100% trivially. The description adds no parameter information, but none is needed. Baseline for 0 parameters is 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb 'List' and resource 'contact lists' with clear scope 'in your SendGrid account'. It clearly distinguishes from sibling tools like list_contacts (lists individual contacts) and get_contact_list (singular).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool vs alternatives such as get_contact_list or list_contacts. No exclusions or prerequisites mentioned.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_contactsB

List all contacts in your SendGrid account

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

B3.3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so the description must disclose behavioral traits. It fails to mention pagination, rate limits, or whether contacts are returned in bulk. 'List all contacts' is vague without limits or format.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence with no waste, but slightly under-specified given the lack of annotations and output schema. Could include more context without becoming verbose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Without annotations or output schema, the description is the sole source of context. It explains the core function but omits details like pagination, required scopes, or how to handle large result sets. Incomplete for safe invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters exist, and schema coverage is 100%. The description adds no parameter info, which is acceptable as there are none. Baseline score for zero parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (list) and resource (contacts) with scope (all in account). This distinguishes it from sibling tools like get_contacts_by_list or get_contact_by_id.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives such as get_contacts_by_list or get_contacts_by_emails. The agent must infer context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_custom_fieldsA

Read-only: list SendGrid marketing contact custom field definitions

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.5/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It only adds 'Read-only' to indicate non-destructive behavior, but lacks details on rate limits, pagination, or response format.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise with no unnecessary words, and front-loads the key information in a single phrase.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple list tool with no parameters and no output schema, the description provides the essential purpose and safety hint, but lacks information about what the list returns (e.g., field definitions structure) and any pagination.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There are no parameters, so the schema already covers everything. The description adds no parameter info, which is acceptable as baseline for 0 parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'list' and the resource 'SendGrid marketing contact custom field definitions', distinguishing it from sibling tools like create_custom_field and delete_custom_field.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description only includes 'Read-only:' as a hint, but does not explicitly state when to use this tool versus other list tools or provide any exclusion criteria.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_designsB

Read-only: list SendGrid Design Library designs

ParametersJSON Schema
NameRequiredDescriptionDefault
summaryNoOptional summary mode for lighter responses
page_sizeNoOptional page size
page_tokenNoOptional page token from a previous response

TDQS

B3.4/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full burden. Only mentions 'Read-only' but does not disclose pagination behavior, rate limits, or what happens when no designs exist.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, front-loaded with key trait 'Read-only', no unnecessary words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema and description does not explain return format, pagination behavior, or edge cases, making it incomplete for a list tool with three parameters.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. Description adds no additional meaning beyond the schema's parameter descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clearly states the tool lists designs from the SendGrid Design Library and is read-only. Distinguishes from sibling tools like create_design, delete_design, get_design by specifying 'list'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implied usage through 'Read-only' but no explicit guidance on when to use vs alternatives like list_pre_built_designs or when not to use.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_global_suppressionsC

Read-only: list global suppressions

ParametersJSON Schema
NameRequiredDescriptionDefault
end_timeNoOptional Unix end time
start_timeNoOptional Unix start time

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description only adds the 'read-only' behavior but does not disclose other important traits like pagination, response structure, or authorization needs. Given no annotations, this is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is exceptionally concise, with no wasted words, though it sacrifices completeness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description lacks context on the nature of global suppressions, response format, and any usage constraints, making it incomplete for an agent without domain knowledge.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema already describes both parameters with clear descriptions. The description adds no additional semantics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (list) and resource (global suppressions), and explicitly marks it as read-only, distinguishing it from mutation siblings like add_global_suppressions and delete_global_suppression.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No usage context is provided; the description does not indicate when to use this tool over other list tools or the add/delete counterparts.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_group_suppressionsA

Read-only: list suppressed email addresses in a suppression group

ParametersJSON Schema
NameRequiredDescriptionDefault
end_timeNoOptional Unix end time
group_idYesSuppression group ID
start_timeNoOptional Unix start time

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden. It explicitly marks the tool as 'Read-only', disclosing its non-destructive nature, which is positive. However, it lacks details about pagination, rate limits, authentication requirements, or behavior with time range parameters.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no superfluous words. It front-loads the key behavioral trait ('Read-only') and efficiently communicates the core action and target resource.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the low complexity (3 parameters, no nested objects, no output schema), the description is adequate but lacks details about the response format and how the time range parameters filter results. Providing such info would improve completeness without significant overhead.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema covers 100% of parameters with descriptions, so the baseline is 3. The description adds no additional meaning beyond what the schema already provides, such as clarifying the purpose of 'start_time' and 'end_time' in the context of suppression lists.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: to list suppressed email addresses within a specific suppression group, prefixed with 'Read-only' to indicate non-modifying behavior. This distinguishes it from siblings like 'list_global_suppressions' and 'add_group_suppressions'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage when you need to see suppressed emails for a given group, but it does not explicitly describe when to use this tool versus 'list_global_suppressions' or other alternatives. No exclusions or context about when not to use it are provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_invalid_emailsA

Read-only: list invalid email suppressions

ParametersJSON Schema
NameRequiredDescriptionDefault
emailNoOptional email filter. Wildcards are supported by SendGrid.
limitNoMaximum records to return. Defaults to 50.
offsetNoRecord offset for pagination
end_timeNoOptional Unix end time
start_timeNoOptional Unix start time
include_emailsNoSet true to include email addresses. Defaults to false.

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It mentions 'read-only' which indicates no mutation, but it does not disclose other behaviors such as pagination limits, rate limits, or return format. The schema parameters imply pagination but the description does not elaborate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise at 6 words, with the 'Read-only' clause front-loaded. Every word is purposeful and efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 6 parameters and no output schema, the description explains the purpose but lacks details on how to use complex features like wildcards, time formats, or pagination. The schema covers the parameters, so the description is minimally adequate but could be more complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% coverage with descriptions for all 6 parameters. The description adds no extra information beyond what the schema already provides. Baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it lists invalid email suppressions and uses 'Read-only' to indicate no side effects. This distinguishes it from sibling tools like list_blocks, list_bounces, etc., which deal with other suppression types.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies it is for viewing invalid email suppressions but provides no explicit guidance on when to use this tool vs alternatives like list_global_suppressions or list_group_suppressions. No when-not-to-use information is given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_marketing_sendersA

Read-only: list SendGrid Marketing sender identities

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden. It explicitly states 'Read-only', indicating a non-destructive operation. Additional details like pagination or sorting are not required for a zero-parameter list.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no fluff, front-loading 'Read-only:' to immediately convey safety. Every word is necessary.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple list operation with no parameters and no output schema, the description provides sufficient context: it lists all marketing sender identities and is read-only. No omissions.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There are zero parameters, so baseline is 4. The description adds value by naming the resource 'SendGrid Marketing sender identities', clarifying what is listed beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb 'list' and resource 'SendGrid Marketing sender identities', clearly distinguishing from siblings like get_marketing_sender (single) and list_verified_senders (different type).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'Read-only:' prefix provides clear context that this is safe to use. While it doesn't explicitly contrast with alternatives, the verb 'list' versus sibling 'get' implicitly guides usage.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_pre_built_designsA

Read-only: list SendGrid pre-built Design Library designs that can be copied into your account

ParametersJSON Schema
NameRequiredDescriptionDefault
summaryNoOptional summary mode for lighter responses
page_sizeNoOptional page size
page_tokenNoOptional page token from a previous response

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries full burden. It declares 'Read-only' which indicates no side effects, but lacks details on pagination, rate limits, or return format, which are important for a list operation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with 14 words, containing all essential information (read-only, what it lists, purpose) with no fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has 3 optional pagination parameters and no output schema or annotations. The description does not explain pagination behavior or response format, which is insufficient for an agent to use the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description does not add any parameter-specific information beyond what the schema already provides, so no extra value.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool lists SendGrid pre-built Design Library designs that can be copied, distinguishing it from sibling tools like list_designs which likely list user's own designs.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for browsing pre-built designs before copying, and the sibling duplicate_pre_built_design suggests the workflow. However, it does not explicitly state when to use this vs alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_segmentsC

Read-only: list SendGrid Segments v2 segments

ParametersJSON Schema
NameRequiredDescriptionDefault
idsNoOptional segment IDs to retrieve
parent_list_idsNoOptional parent list IDs to filter segments
no_parent_list_idNoSet true to return segments that are not associated with a parent list

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description labels the tool as 'Read-only', which is a behavioral trait, but no annotations exist. It does not disclose pagination behavior, rate limits, or return format, leaving significant gaps for a list operation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise with only one line, but it lacks structure and omits important details. It front-loads 'Read-only' effectively, but being too brief reduces its utility.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the three optional parameters, no output schema, and no annotations, the description is insufficient. It does not explain the return type (e.g., array of segments), pagination, or the relationship between parameters, leaving the agent with incomplete guidance.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

All three parameters have descriptions in the input schema (100% coverage), so the baseline is 3. The description adds no additional meaning or usage guidance beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'list SendGrid Segments v2 segments', using a specific verb and resource. However, it does not differentiate from the sibling tool 'get_segment', which likely retrieves a single segment, but the distinction is not explicit.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives like 'get_segment' or other list tools. The description lacks any context about use cases or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_single_send_categoriesA

Read-only: list categories used by SendGrid Single Sends

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The tool explicitly declares 'Read-only', which is a key behavioral trait. However, no other behavioral details (e.g., about categories, pagination, or response) are given. Since no annotations exist, the description carries the full burden but is minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that conveys the essential purpose without any fluff. It is appropriately sized for a simple, parameterless tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no parameters and no output schema, the description is adequate but could be more complete by explaining what categories are (e.g., examples) or if any prerequisites exist. It is sufficient for a straightforward list operation but not fully comprehensive.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, and schema coverage is 100% (empty). The description adds no parameter info, which is appropriate as there are none. Baseline for no parameters is 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool lists categories used by SendGrid Single Sends, which is a specific verb-resource combination. It is distinct from siblings like list_single_sends.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives, such as list_single_sends or other list tools. No prerequisites or context provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_single_sendsA

Read-only: list SendGrid Single Sends as summaries with optional pagination

ParametersJSON Schema
NameRequiredDescriptionDefault
page_sizeNoOptional page size
page_tokenNoOptional page token from a previous response

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description explicitly states 'Read-only', which is a key behavioral trait. It also mentions pagination and summaries. Without annotations, it carries the full burden and does so adequately, though it could detail default behavior or ordering.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, concise sentence that front-loads the read-only nature. Every word serves a purpose, with no wasted content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity and lack of output schema, the description covers the essential behavioral and usage aspects. It would benefit from specifying the contents of summaries, but it is sufficient for an agent to understand the tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, and the descriptions for both parameters are clear. The description adds context about 'summaries' and pagination, but does not deepen parameter understanding beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'list', the resource 'SendGrid Single Sends', and the scope 'summaries with optional pagination'. It effectively distinguishes from sibling tools like 'get_single_send' and 'search_single_sends'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description indicates this tool is read-only, suggesting when not to use it (e.g., for mutations). However, it does not explicitly mention alternatives or conditions for using other list/search tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_single_send_statsC

Read-only: retrieve Single Sends stats

ParametersJSON Schema
NameRequiredDescriptionDefault
end_dateNoOptional end date
start_dateNoOptional start date
aggregated_byNoOptional aggregation

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description bears full responsibility for behavioral disclosure. It only states 'Read-only', which indicates no mutation but omits other traits such as rate limits, response size, or permission requirements.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very short (4 words) and front-loaded with the read-only annotation. It is concise, though it could include more detail without becoming overly long.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has no output schema, so the description should explain what stats are returned (e.g., fields, date defaults). It fails to do so, leaving the agent uncertain about the output. Also, it does not clarify whether parameters are necessary for filtering.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage for all 3 parameters, so the schema itself provides adequate meaning. The description does not add any extra information beyond what is already in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description specifies the verb 'retrieve' and resource 'Single Sends stats', making the purpose clear. However, it does not differentiate from the sibling 'get_single_send_stats', which might cause confusion about which tool returns stats for a specific send vs. all sends.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description labels the tool as 'Read-only' but provides no guidance on when to use it versus alternatives like 'get_single_send_stats' or 'get_stats'. No explicit context or exclusions are given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_spam_reportsC

Read-only: list spam report suppressions

ParametersJSON Schema
NameRequiredDescriptionDefault
emailNoOptional email filter. Wildcards are supported by SendGrid.
limitNoMaximum records to return. Defaults to 50.
offsetNoRecord offset for pagination
end_timeNoOptional Unix end time
start_timeNoOptional Unix start time
include_emailsNoSet true to include email addresses. Defaults to false.

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Without annotations, the description only discloses that the tool is read-only. It does not mention rate limits, return format size, or whether it affects state. With no annotations, this is insufficient for safe agent invocation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, focused sentence. It is concise and front-loaded with the read-only qualifier. Although it could include more detail without becoming verbose, it is efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 6 optional parameters including pagination and time filters, the description omits these capabilities completely. An agent might not know that filtering is supported, and no output schema exists to supplement expectations.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the parameters are well-documented in the schema. The description adds no additional meaning to the parameters, meeting the baseline of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'list spam report suppressions' with a read-only hint, identifying the verb and resource. It distinguishes from siblings like list_blocks and list_bounces, but could be more explicit to avoid confusion with similar suppression listers.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives such as list_global_suppressions or list_group_suppressions. The description lacks any context on selection criteria or prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_suppression_groupsA

List all unsubscribe groups in your SendGrid account

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.5/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries full burden. It only states a basic list operation with no mention of permissions, rate limits, or return structure.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, zero waste, front-loaded with key action and resource.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple list tool with no params and no output schema, the description is adequate but could mention the return format (e.g., array of objects with id and name).

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters exist, and schema coverage is 100%. The description adds no parameter info, but baseline for 0 params is 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb and resource ('List all unsubscribe groups') and clearly distinguishes from sibling tools like list_global_suppressions or list_group_suppressions.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus other list tools (e.g., list_blocks, list_bounces). The description does not mention context or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_templatesA

List all email templates in your SendGrid account

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A3.5/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, and description fails to disclose behavioral traits such as authentication requirements, rate limits, or pagination. Only basic action stated.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, concise and front-loaded. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema and zero parameters, description is minimal but does not explain return value format or content. Adequate but not fully informative.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters in schema, so baseline is 4 per rubric. Description adds nothing about parameters, but that is acceptable.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states the verb 'list', resource 'email templates', and scope 'in your SendGrid account'. It distinguishes from sibling tools like list_designs or list_contacts. Not a tautology.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives. Does not mention when not to use it or refer to any sibling tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_verified_sendersB

List all verified sender identities in your SendGrid account

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

B3.4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations. Description states it lists all verified senders, which implies a read-only operation, but lacks details on behavior such as rate limits, authentication, or empty responses.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence with no wasted words. Efficient and to the point.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no parameters or output schema, the description is minimal. It does not explain what a verified sender is or how it relates to marketing senders, nor does it mention the scope within the SendGrid account.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters, so baseline is 4. Description adds no parameter information, but there are none to describe.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states verb 'List' and resource 'verified sender identities'. However, it does not differentiate from sibling tool 'list_marketing_senders', which may list all marketing senders including unverified ones.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives like 'list_marketing_senders'. No prerequisites or context provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

refresh_segmentC

Mutating: refresh a SendGrid Segments v2 segment

ParametersJSON Schema
NameRequiredDescriptionDefault
segment_idYesSegment ID

TDQS

C2.6/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description must disclose behavioral traits. It only labels the tool as 'Mutating' but does not explain side effects, idempotency, or what changes occur to the segment (e.g., membership recalculation).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise (five words) and front-loads the mutating nature. However, it could be slightly more informative without sacrificing brevity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a single-parameter tool with no output schema, the description is too sparse. It fails to explain what 'refresh' entails, any prerequisites (e.g., segment existence), or the expected outcome, leaving the agent with incomplete context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the description adds no additional meaning beyond what the schema already provides for 'segment_id'. The description neither clarifies nor enhances parameter understanding.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states it refreshes a segment, which is a clear verb+resource, but does not explain what 'refresh' means operationally. It fails to distinguish from the sibling tool 'update_segment', which could have a similar purpose.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives like 'update_segment' or 'create_segment'. The description gives no context about prerequisites or usage scenarios.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

remove_contacts_from_listA

Remove contacts from a SendGrid list without deleting them

ParametersJSON Schema
NameRequiredDescriptionDefault
emailsYesArray of email addresses to remove from the list
list_idYesID of the contact list

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries full burden. It clarifies that contacts are only removed from the list, not deleted, but does not disclose potential side effects, prerequisites (e.g., contact must exist), or rate limits.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence with no wasted words. It conveys the essential purpose and a critical behavioral note.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description should hint at the return value or success indication. It is silent on this, but the tool's simplicity partially compensates.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds no additional meaning beyond what the schema already provides for the parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description explicitly states the action ('remove contacts from a SendGrid list') and adds the critical clarification that contacts are not deleted, distinguishing it from sibling tools like delete_contacts.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives (e.g., delete_contacts, add_contacts_to_list). The description lacks context for when this operation is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

resend_marketing_sender_verificationA

Mutating: resend verification email for a SendGrid Marketing sender identity

ParametersJSON Schema
NameRequiredDescriptionDefault
sender_idYesMarketing sender ID

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description indicates that the tool is mutating ('Mutating:'), which is a key behavioral trait. However, it does not elaborate on side effects, limits, or failure modes. Since no annotations are provided, the description carries the burden but is minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence with a front-loaded 'Mutating:' indicator. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description gives the core action but lacks context on prerequisites (e.g., sender must exist and not be verified), response behavior, or error handling. With no output schema, this is a gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, and the description only repeats 'Marketing sender ID' which is already in the schema. No additional semantic value is added.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (resend verification email) and the target (SendGrid Marketing sender identity). It is distinct from sibling tools like create_marketing_sender or list_marketing_senders.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives. The description does not mention prerequisites or when resending is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

schedule_single_sendB

Mutating: schedule an existing SendGrid Single Send for now or a future ISO timestamp

ParametersJSON Schema
NameRequiredDescriptionDefault
send_atYesUse "now" or an ISO 8601 timestamp
single_send_idYesSingle Send ID

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must carry the full burden. It labels the tool as 'Mutating' which implies state change, but does not disclose consequences, required permissions, reversibility, or any side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, front-loaded with 'Mutating:' to indicate effect. No wasted words, but could be expanded slightly for behavioral context.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple two-parameter tool with no output schema, the description is minimally adequate. It states purpose and parameter usage but lacks behavioral context (e.g., prerequisites, idempotency).

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with clear descriptions for both parameters. The description adds the word 'Mutating' but no additional semantic value beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states verb 'schedule' and resource 'existing SendGrid Single Send' with specific timing context ('now or future ISO timestamp'). It distinguishes the action from canceling but doesn't explicitly name the sibling tool.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied from the action 'schedule' but no explicit when-to-use or when-not-to-use guidance is given. Sibling 'cancel_single_send_schedule' suggests scheduling is for unscheduled sends, but not stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_single_sendsB

Read-only: search SendGrid Single Sends with SendGrid query syntax

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYesSendGrid Single Sends search query
page_sizeNoOptional page size
page_tokenNoOptional page token

TDQS

B3.3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description is the sole source of behavioral traits. It declares read-only but provides no details on expected return format, pagination behavior, rate limits, or error handling. The query syntax is mentioned but not explained.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence, efficient and front-loaded with 'Read-only'. It avoids verbosity but could include a touch more detail without becoming lengthy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity of a search tool with custom query syntax, the description is incomplete. It lacks details on return data, query construction, error scenarios, and pagination. No output schema exists to compensate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds no additional information about parameters beyond the schema. It does not explain the query format or how page_size and page_token affect behavior.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool is read-only, searches SendGrid Single Sends, and uses SendGrid query syntax. It distinguishes itself from sibling tools like list_single_sends and get_single_send by specifying search functionality.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description indicates read-only usage and query syntax but does not explicitly guide when to use this tool over siblings like list_single_sends or get_single_send. No usage exclusions or alternatives are mentioned.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

send_emailC

Send an email using SendGrid

ParametersJSON Schema
NameRequiredDescriptionDefault
toYesRecipient email address
fromYesSender email address (must be verified with SendGrid)
htmlNoHTML content of the email (optional)
textYesPlain text content of the email
subjectYesEmail subject line
template_idNoSendGrid template ID (optional)
dynamic_template_dataNoDynamic data for template variables (optional)

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description lacks any behavioral details beyond the basic action. With no annotations, important information like authentication requirements, rate limits, or error handling is absent. The agent cannot infer that the sender must be verified with SendGrid, which is critical.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single concise sentence with no unnecessary words. However, it is overly minimal and could benefit from additional context without adding bulk.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the lack of annotations, output schema, and the presence of many sibling tools, the description is insufficient. It does not cover return values, error scenarios, or prerequisites, leaving the agent with limited guidance for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage for all 7 parameters, so the schema already documents their meanings. The description adds no additional semantic value, meeting the baseline expectation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb 'Send' and resource 'email using SendGrid', clearly indicating the tool's function. However, it does not distinguish from sibling tools like send_to_list or schedule_single_send, which also send emails but in different contexts.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus the many sibling tools (e.g., send_to_list, schedule_single_send). There is no mention of prerequisites, such as requiring a verified sender or template availability.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

send_to_listC

Send an email to a contact list using SendGrid Single Sends

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName of the single send
subjectYesEmail subject line
list_idsNoArray of list IDs to send to
sender_idYesID of the verified sender
segment_idsNoOptional array of segment IDs to send to
html_contentYesHTML content of the email
plain_contentYesPlain text content of the email
suppression_group_idNoID of the suppression group for unsubscribes (required if custom_unsubscribe_url not provided)
custom_unsubscribe_urlNoCustom URL for unsubscribes (required if suppression_group_id not provided)

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description should disclose behavioral traits. It does not explain whether the tool creates a new single send or sends an existing one, nor does it mention side effects, success/failure behavior, or required permissions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very short (one sentence), which is concise but lacks substance. It could be improved by adding necessary context without becoming overly lengthy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 9 parameters, no output schema, and no annotations, the description is insufficient. It does not explain return values, scheduling behavior, or what happens after execution, leaving significant gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds no extra meaning beyond the schema parameter descriptions, failing to clarify relationships or usage patterns among the 9 parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action: sending an email to a contact list using SendGrid Single Sends. However, it does not differentiate from similar sibling tools like 'send_email' or 'schedule_single_send', leaving ambiguity about whether this sends immediately or uses an existing single send.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, when not to use it, or how it relates to other tools for creating or scheduling single sends.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_contact_listB

Mutating: rename a SendGrid contact list

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesNew list name
list_idYesContact list ID

TDQS

B3.1/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It only says 'Mutating: rename', which hints at mutation but does not disclose any behavioral traits such as whether the rename affects existing contacts, requires specific permissions, or is reversible.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that communicates the core function efficiently. However, it could be slightly more structured or informative without being verbose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple rename operation with two well-documented parameters, the description is largely adequate. It could potentially note constraints (e.g., name uniqueness) but is complete enough for an agent to understand the basic action.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and includes descriptions for both parameters ('New list name' and 'Contact list ID'). The description adds the context 'rename' but does not provide additional meaning beyond what the schema already conveys, so a baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states the verb 'rename' and resource 'SendGrid contact list', distinguishing it from sibling tools like create_contact_list, delete_list, get_contact_list, etc.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives (e.g., update_segment, update_custom_field). The description implies usage for renaming but provides no when-not-to-use or context for selection.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_custom_fieldB

Mutating: update a SendGrid marketing contact custom field definition

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesUpdated custom field name
field_idYesCustom field definition ID

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description labels the operation 'Mutating' but provides no details on side effects, success conditions, error handling, idempotency, or rate limits. With no annotations available, the description carries the full burden, which it fails to meet.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no wasted words. It is concise, but the brevity sacrifices valuable information that could be added without significant bloat.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple two-parameter update tool with no output schema, the description is minimally adequate in stating the action, but it lacks context on what a custom field is, the effect of the update, and behavioral details. An agent has enough to understand what the tool does but not enough to use it optimally.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already defines both parameters (name and field_id). The description adds no extra meaning beyond 'update', so a baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description explicitly states 'update a SendGrid marketing contact custom field definition', using a specific verb ('update') and resource ('custom field definition'), clearly distinguishing it from sibling tools like create_custom_field and delete_custom_field.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives, such as when to update versus create or delete a custom field, nor any prerequisites or context that would help an agent decide.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_designC

Mutating: patch an existing SendGrid Design Library design

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoUpdated design name
editorNoEditor type supported by SendGrid
subjectNoUpdated email subject
design_idYesID of the design to update
categoriesNoUpdated categories
html_contentNoUpdated design HTML content
plain_contentNoUpdated plain text content
generate_plain_contentNoWhether SendGrid should generate plain text from HTML

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so the description must fully disclose behavior. It only says 'Mutating: patch', implying modification, but omits details like reversibility, side effects, or permission requirements.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very concise—only a single phrase. While not verbose, it lacks structure and front-loading of key details. It could be slightly more informative without sacrificing brevity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 8 parameters, no output schema, and no annotations, the description is insufficient. It does not explain return values, error scenarios, or usage context, leaving many gaps for the agent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The description adds no additional meaning beyond the schema parameter descriptions, providing no extra context or examples.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'patch' and the resource 'SendGrid Design Library design', distinguishing it from sibling tools like create_design or delete_design. However, it could be more specific about which fields can be updated, though the schema covers that.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives such as update_template_version or update_single_send. Lacks prerequisites or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_marketing_senderC

Mutating: update a SendGrid Marketing sender identity

ParametersJSON Schema
NameRequiredDescriptionDefault
senderYesFields to patch on the sender identity
sender_idYesMarketing sender ID

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description indicates the tool is mutating but does not disclose side effects, required permissions, rate limits, or reversibility. No annotations are provided to supplement this information.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very short, which is concise but omits essential details. The 'Mutating:' prefix provides helpful context but the overall structure lacks completeness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has a nested parameter and no output schema, the description is insufficient. It fails to explain behavior on success/failure or the nature of the patch operation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 100% schema coverage, the description adds no additional meaning beyond the schema. The parameters are adequately described in the schema, but the nested 'sender' object structure is not elaborated.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it updates a SendGrid Marketing sender identity, distinguishing it from create and delete operations. However, it does not specify which fields are modifiable.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives like creating or deleting a sender. No prerequisites or conditions are mentioned.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_segmentC

Mutating: update a SendGrid Segments v2 segment

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoUpdated segment name
query_dslNoUpdated SendGrid segment query DSL
segment_idYesSegment ID

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description flags 'Mutating:' indicating a write operation, but provides no further behavioral context such as side effects, authorization needs, or limits. Without annotations, this is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

At 8 words, the description is highly concise and front-loaded with 'Mutating:'. However, it sacrifices clarity for brevity; a bit more structural detail would improve it.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description lacks details on return values, error conditions, or constraints. For a mutation tool with no output schema, this is incomplete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already describes parameters. The description adds no extra meaning beyond labeling the operation as mutating, meeting the baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'update a SendGrid Segments v2 segment', specifying the verb (update) and resource. It distinguishes from sibling tools like create_segment and delete_segment, though it lacks scope details.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives like refresh_segment or create_segment. The description does not mention prerequisites or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_single_sendC

Mutating: update a SendGrid Single Send draft

ParametersJSON Schema
NameRequiredDescriptionDefault
single_sendYesFields to patch on the Single Send
single_send_idYesSingle Send ID

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries full behavioral burden. It only adds that it's 'Mutating' (obvious) and for a 'draft', but fails to describe constraints (e.g., required permissions, whether updates are reversible, or error conditions).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very short (one sentence) and front-loaded, but omits important information. It is efficient but under-specified for a mutation tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description should explain return value or error behavior. It also fails to discuss workflow context (e.g., prerequisites like single send being a draft) or idempotency.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% (both parameters described), so baseline is 3. The description adds no additional meaning beyond the schema; e.g., it doesn't list typical fields to patch.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('update') and resource ('SendGrid Single Send draft'), distinguishing it from siblings like create or delete. However, it does not explicitly indicate it's a partial update (patch) which is only evident from the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives (e.g., recreating the single send). The phrase 'draft' suggests it's only for drafts, but this is not explicitly stated or contrasted with scheduled or sent sends.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_template_nameA

Mutating: rename a dynamic template without changing its versions or active content

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesNew template name
template_idYesID of the template to rename

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries full burden. It labels the tool as 'Mutating' and states it does not alter versions/active content. However, it lacks details on persistence, permissions, or side effects beyond the mutation flag.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, front-loaded with 'Mutating:', no wasted words. Every word adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple rename operation with no output schema, the description is sufficient. It could mention whether it returns the updated template, but overall completeness is adequate given the tool's simplicity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and describes both parameters. The description adds no additional meaning beyond the schema, meeting the baseline but not exceeding it.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'rename a dynamic template', specifying the verb and resource. It distinguishes itself from sibling tools like update_template_version by clarifying it does not change versions or active content.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies when to use this tool (for renaming only) and implicitly differentiates from tools that modify versions or content. However, it does not explicitly mention alternatives like update_template_version.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_template_versionA

Advanced mutating operation: directly patch an existing template version. Prefer create_template_version for safer edits.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoUpdated version name
activeNoUpdated active flag
subjectNoUpdated subject line
version_idYesID of the version to patch
template_idYesID of the dynamic template
html_contentNoUpdated HTML content
plain_contentNoUpdated plain text content

TDQS

A3.6/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden of behavioral disclosure. It labels the operation as 'advanced mutating operation' and 'directly patch', but does not explain what side effects, permissions, or risks are involved. The lack of detail on behavioral traits (e.g., whether it bypasses validation, irreversible changes) is a significant gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that conveys the tool's purpose and a usage hint. Every word earns its place; there is no fluff or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 7 parameters, no output schema, and no annotations, the description is too minimal. It does not explain what the tool returns, prerequisites for use, or any behavioral details. For a mutation tool, more context is needed to ensure correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3. The description adds no extra meaning to any of the 7 parameters beyond what the schema already provides (e.g., 'Updated version name', 'Updated active flag'). No additional context or clarifications are given.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it patches an existing template version, with specific verb 'patch' and resource 'template version'. It also distinguishes from the sibling 'create_template_version' by saying 'prefer create_template_version for safer edits', which helps an agent differentiate.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly advises preferring 'create_template_version' for safer edits, implying this tool is for advanced/unsafe direct patches. This provides clear usage guidance and an alternative, though it does not elaborate on specific contexts where this tool should be chosen over others.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

validate_emailC

Validate an email address using SendGrid

ParametersJSON Schema
NameRequiredDescriptionDefault
emailYesEmail address to validate

TDQS

C2.9/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, and the description fails to disclose any behavioral traits such as side effects, required permissions, error handling, or response format. The agent has no insight beyond the basic action.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very concise at one sentence, with no wasted words. However, it is perhaps too terse, missing valuable details that could improve utility without breaking conciseness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the lack of an output schema, the description should explain what the tool returns (e.g., a boolean, validation details). It does not, leaving the agent unable to interpret the result.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema covers 100% of parameters with a description, so the baseline is 3. The description does not add any additional meaning or constraints beyond what the schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (validate) and the resource (email address) with the service (SendGrid). It is specific and distinguishes from sibling tools like send_email or list_invalid_emails.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives (e.g., validating vs. sending, checking invalid emails). No context for prerequisites or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 80 tool updatesv1.0.0
    • First observedactivate_template_version
    • First observedadd_contact
    • First observedadd_contacts_to_list
    • First observedadd_global_suppressions
    • First observedadd_group_suppressions
    • First observedcancel_single_send_schedule
    • First observedcreate_contact_list
    • First observedcreate_custom_field
    • First observedcreate_design
    • First observedcreate_marketing_sender
    • First observedcreate_segment
    • First observedcreate_single_send
    • First observedcreate_template
    • First observedcreate_template_version
    • First observeddelete_contacts
    • First observeddelete_custom_field
    • First observeddelete_design
    • First observeddelete_global_suppression
    • First observeddelete_group_suppression
    • First observeddelete_list
    • First observeddelete_marketing_sender
    • First observeddelete_segment
    • First observeddelete_single_send
    • First observeddelete_template
    • First observeddelete_template_version
    • First observedduplicate_design
    • First observedduplicate_pre_built_design
    • First observedduplicate_single_send
    • First observedduplicate_template
    • First observedget_contact_by_id
    • First observedget_contact_list
    • First observedget_contacts_by_emails
    • First observedget_contacts_by_list
    • First observedget_design
    • First observedget_list_contact_count
    • First observedget_marketing_sender
    • First observedget_pre_built_design
    • First observedget_segment
    • First observedget_single_send
    • First observedget_single_send_schedule
    • First observedget_single_send_stats
    • First observedget_stats
    • First observedget_template
    • First observedget_template_version
    • First observedget_total_contact_count
    • First observedlist_blocks
    • First observedlist_bounces
    • First observedlist_contact_lists
    • First observedlist_contacts
    • First observedlist_custom_fields
    • First observedlist_designs
    • First observedlist_global_suppressions
    • First observedlist_group_suppressions
    • First observedlist_invalid_emails
    • First observedlist_marketing_senders
    • First observedlist_pre_built_designs
    • First observedlist_segments
    • First observedlist_single_send_categories
    • First observedlist_single_send_stats
    • First observedlist_single_sends
    • First observedlist_spam_reports
    • First observedlist_suppression_groups
    • First observedlist_templates
    • First observedlist_verified_senders
    • First observedrefresh_segment
    • First observedremove_contacts_from_list
    • First observedresend_marketing_sender_verification
    • First observedschedule_single_send
    • First observedsearch_single_sends
    • First observedsend_email
    • First observedsend_to_list
    • First observedupdate_contact_list
    • First observedupdate_custom_field
    • First observedupdate_design
    • First observedupdate_marketing_sender
    • First observedupdate_segment
    • First observedupdate_single_send
    • First observedupdate_template_name
    • First observedupdate_template_version
    • First observedvalidate_email

TDQS

B3.4/5.0
Disambiguation4/5

Although there are many tools, each targets a distinct resource and action. Similar suppression-related tools (e.g., list_blocks, list_bounces) are differentiated by the specific suppression type, and descriptions clearly delineate operations. Minor overlap exists between get_single_send and get_single_send_schedule, but overall ambiguity is low.

Naming Consistency5/5

Tool names consistently follow a verb_noun pattern in snake_case (e.g., activate_template_version, add_contact, delete_list). A few less common verbs (duplicate, refresh) are used consistently. No mixing of camelCase or inconsistent verb styles, making the naming very predictable.

Tool Count3/5

80 tools is high for a single MCP server, covering a broad range of SendGrid features. While each tool serves a specific purpose, the sheer number may overwhelm agents and suggests the server could be split into smaller, more focused servers. The count is borderline—not extreme but above the typical well-scoped range.

Completeness4/5

The toolset covers nearly all major SendGrid domains: contacts, lists, segments, templates, designs, single sends, suppressions, sending, statistics, and validation. Minor gaps exist (e.g., transactional sends, webhook management), but the core workflows for marketing and email delivery are well-represented.

Maintenance

ActivityStale
ResponsivenessNo issues

Resources

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