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DevquasarX9

gitlab-mcp-server

by DevquasarX9

Summarize Project Status

gitlab_summarize_project_status
Read-onlyIdempotent

Summarize GitLab project health by combining metadata, recent pipelines, open issues, and merge requests.

Instructions

Summarize current project health by combining project metadata, recent pipelines, open issues, and open merge requests.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYes
output_formatNostructured
Behavior4/5

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

Annotations (readOnlyHint=true, idempotentHint=true, destructiveHint=false) already indicate safe read-only behavior. The description adds value by specifying exactly which data sources are aggregated, providing behavioral context beyond 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?

The description is a single, concise sentence that front-loads the tool's purpose. Every word is functional, with no redundancy or filler.

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 covers what data is combined but does not explain the output format or structure, despite having an output_format parameter. Given the tool's composite nature, more detail on the output would improve completeness.

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

Parameters2/5

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

Schema description coverage is 0%, and the description does not mention any parameter details (e.g., project_id or output_format). With low coverage, the description should compensate but fails to add meaning 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 verb 'summarize', the resource 'project health', and lists the data sources combined: project metadata, recent pipelines, open issues, and open merge requests. This distinguishes it from sibling tools that focus on individual 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 implies usage for high-level project health overview but does not explicitly state when to use it versus specific siblings like gitlab_get_project or gitlab_list_issues. No alternative tools or exclusions 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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