Gitlab
gitlabGitLab: Public user profile
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
gitlabGitLab: Public user profile
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description must disclose behavior. It only states 'Public user profile', which implies a read-only operation returning public data, but it does not describe what fields are returned, whether authentication is required, rate limits, or error behavior. The description is too minimal to give an agent confidence about side effects or constraints.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is extremely short ('GitLab: Public user profile'), which is concise but not well-structured; it reads as a fragment rather than a complete sentence. It lacks a clear front-loaded purpose statement and omits essential details, making it under-specified rather than efficiently concise.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple tool with one optional parameter and an output schema, some context is still missing. The description does not explain how the input is used, what the output represents, or any constraints. The presence of an output schema mitigates some ambiguity, but the overall definition is too thin for an agent to call it correctly without guessing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The schema defines a single parameter 'q' with a default value, but the description provides zero explanation of its meaning or usage. With 0% schema description coverage, the description must compensate, but it does not even hint that 'q' is the username. The agent is left guessing how to fill the parameter correctly.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names a specific resource (GitLab public user profile) and distinguishes it from siblings like 'github' by the platform name. However, it lacks a verb (e.g., 'get', 'fetch') and does not clarify that the 'q' parameter is the username, so the exact action remains implicit. It is clear enough to know it concerns GitLab profiles but not fully specified.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus alternatives like 'github' or 'codeberg'. No mention of prerequisites, input format expectations, or conditions that would make this tool the right choice. The context is entirely absent.
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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