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deyikong

SendGrid MCP Server

by deyikong

Open CSV Uploader

open_csv_uploader
Read-onlyIdempotent

Open the CSV contact upload page to import contacts into SendGrid, enabling bulk contact management through a browser interface.

Instructions

Open SendGrid CSV contact upload page in browser

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already establish readOnlyHint, idempotentHint, and destructiveHint=false, so the description does not need to repeat those. The phrase 'in browser' adds a useful behavioral detail beyond the annotations, but the description does not mention potential side effects like requiring an existing browser session, authentication, or whether a new tab is opened.

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 seven words, with every word carrying meaning: action ('Open'), context ('SendGrid'), resource ('CSV contact upload page'), and execution environment ('in browser'). It is fully front-loaded and free of redundancy.

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, no-output-schema tool with annotations covering safety, the description conveys the essential action and target, making it complete enough to invoke. It stops short of a 5 because it does not explain the workflow context or when to choose this over other open_* tools.

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 has zero parameters, so the baseline is 4. The description correctly omits parameter details because there are none; there is nothing to compensate for.

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 identifies a specific action ('Open') and a unique resource ('SendGrid CSV contact upload page in browser'). This resource is distinct from sibling open_* tools like open_automation_editor or open_single_send_creator, so an agent can tell them apart without inspecting schemas.

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 open_segment_creator or open_template_editor. The description states only what the tool does, leaving the agent to infer its use case from the page name; no explicit exclusions, prerequisites, or alternative routing are mentioned.

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

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