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Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Available Tools

3 tools
leafwright_auth_statusLeafwright auth statusB
Read-only
Inspect

Check whether Leafwright MCP is authenticated. Completes a pending browser login if approved.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
tokenNo
statusYes
next_stepNo
user_codeNo
expires_atNo
token_sourceNo
active_project_idNo

TDQS

B3/5.0
Behavior1/5

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

The annotations declare readOnlyHint=true, meaning the tool should not modify state. The description states the tool 'Completes a pending browser login if approved,' which is a state-changing action. This directly contradicts the readOnlyHint annotation, so the description fails to transparently describe the tool's true behavior.

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 short and front-loads the main purpose in the first sentence. The second sentence is compact, though it introduces an ambiguous and contradictory side effect. Overall, there is no redundancy or wasted text.

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 tool with zero parameters and an output schema, the basic purpose is covered. However, the contradictory side-effect statement means an agent cannot reliably determine whether calling this tool will mutate authentication state. The pending-login approval flow is also unexplained, making the description incomplete for confident tool selection.

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 the schema is empty with 100% coverage. This is the baseline score for a zero-parameter tool; no parameter documentation is needed in the 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?

The description states a clear primary purpose: 'Check whether Leafwright MCP is authenticated.' This is a specific verb and resource. However, the second sentence about completing a pending browser login blurs the distinction from the sibling tool leafwright_login, so sibling differentiation is not fully explicit.

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 use case is implied by the phrase 'Check whether Leafwright MCP is authenticated.' The conditional 'Completes a pending browser login if approved' provides some context, but there is no explicit guidance about when to use this tool instead of leafwright_login or leafwright_logout, and no alternatives or exclusions are named.

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

leafwright_loginLog in to LeafwrightAInspect

Start a browser login flow for Leafwright MCP. Open the returned URL, choose an organization and project, then call leafwright_auth_status.

ParametersJSON Schema
NameRequiredDescriptionDefault
client_nameNoOptional client name shown in Leafwright.

Output Schema

ParametersJSON Schema
NameRequiredDescription
statusYes
next_stepYes
user_codeYes
expires_atYes
verification_urlYes

TDQS

A4.3/5.0
Behavior4/5

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

The description discloses that this tool starts an interactive browser flow and returns a URL requiring manual follow-up. Annotations already indicate a non-read-only, non-idempotent operation, and the description adds the important detail that the agent must open the URL and that user interaction is required.

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 sentences convey the action, the returned artifact, the required user steps, and the next tool call with no filler. It is front-loaded with the core action and ends with an actionable directive.

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 login-flow starter with one optional parameter, an output schema, and clear annotations, the description covers the full workflow: what the tool does, what to do with its result, and what to call next. Nothing essential is missing.

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%: the only parameter, client_name, is already described as an optional string shown in Leafwright. The description adds no further parameter-specific meaning, so the baseline of 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 states a specific action ('Start a browser login flow') tied to a clear resource ('Leafwright MCP'). It also names the follow-up tool, leafwright_auth_status, which distinguishes it from sibling tools by signaling the beginning of the auth lifecycle.

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 gives clear sequential instructions: open the returned URL, choose an organization and project, then call leafwright_auth_status. It does not explicitly contrast this tool with leafwright_logout, but the intended workflow and next step are unambiguous.

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

leafwright_logoutLog out of LeafwrightA
Idempotent
Inspect

Revoke the stored Leafwright MCP token and clear local auth state.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
statusYes

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already indicate the operation is not read-only, is idempotent, and is non-destructive. The description adds the specific behavioral detail that it revokes the stored token and clears local auth state, which goes beyond the generic annotation hints. No contradiction with annotations.

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 front-loads the primary action ('Revoke...') and adds the secondary effect ('clear local auth state') without wasted words. The structure is efficient and immediately scannable.

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 zero-parameter authentication mutation, the description fully covers what the tool does. The presence of an output schema means return values need not be described, and the sibling tools provide sufficient surrounding context.

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 takes zero parameters and the schema reflects this with 100% coverage. There is nothing for the description to add, and the zero-parameter baseline of 4 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 uses the specific verb 'revoke' and identifies the resource ('stored Leafwright MCP token') plus the additional action 'clear local auth state'. This clearly distinguishes it from sibling tools leafwright_login (acquire token) and leafwright_auth_status (check state).

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 explicitly state when to use this tool versus the alternatives. The usage context is implied by the sibling names and the straightforward logout action, but there is no explicit guidance about when-not-to-use or alternative selection.

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. 3 tool updates
    • First observedleafwright_auth_status
    • First observedleafwright_login
    • First observedleafwright_logout

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TDQS

A3.9/5.0
Disambiguation5/5

Each tool serves a clearly distinct auth lifecycle role: starting a login, checking/completing auth status, and revoking the token. There is no overlap or ambiguity between them.

Naming Consistency4/5

All tools share the leafwright_ prefix and use simple action-oriented names. login and logout are clean verbs, while auth_status is slightly more noun-like, but the pattern is predictable and readable.

Tool Count5/5

Three tools is well-scoped for an authentication-focused server. Each tool earns its place and the count matches the domain's narrow purpose.

Completeness5/5

The tool set covers the full auth lifecycle: initiate login, check/complete status, and logout. There are no obvious dead ends or missing essential operations for managing Leafwright authentication.

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