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nampd3

Project Knowledge MCP Server

by nampd3

get_project_purpose

Retrieve the purpose summary of a GitLab project using its numeric project ID.

Instructions

Return the purpose summary for a project identified by its GitLab project ID.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
gitlab_project_idYesThe numeric GitLab project ID of an in-scope project.
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 only says 'Return' implying read-only, but lacks details on caching, error handling, or permissions. Minimal behavioral 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?

One sentence, 15 words, front-loaded with action and resource. No superfluous content. 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?

Despite simplicity, the description omits what a 'purpose summary' contains, error conditions, or return format. Leaves agent guessing.

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%; the description adds no extra meaning beyond the schema's parameter description, merely restating the identifier role. Baseline 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 'Return', the resource 'purpose summary', and the identifier 'GitLab project ID', distinguishing it from sibling tools that return other project aspects.

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 tell when to use this tool versus alternatives like get_project_profile or get_project_dependencies; usage is implied but not guided.

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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