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DevquasarX9

gitlab-mcp-server

by DevquasarX9

Summarize Recent Activity

gitlab_summarize_recent_activity
Read-onlyIdempotent

Summarize recent project activity including events, issues, merge requests, and pipelines within a configurable time range.

Instructions

Summarize recent events, issues, merge requests, and pipelines for a project.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo
project_idYes
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the description does not need to restate safety. The description adds that the summary covers events, issues, merge requests, and pipelines, which is useful but does not explain the aggregation method, return format, or potential performance implications. This level of detail is adequate given strong annotations.

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 a single sentence of 10 words, which is concise and front-loaded with the verb. However, it is slightly under-specified, leaving out useful details that could be added without significant bloat. Still, it avoids fluff.

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?

Given the lack of output schema and the tool's summarizing purpose, the description is incomplete. It does not specify the format of the summary, how to interpret results, or whether it uses AI. Among many sibling tools, more context is needed to avoid confusion.

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?

The description does not explicitly explain the parameters (project_id and days) beyond implying 'recent' from the name. With 0% schema description coverage, the description fails to compensate. The connection between 'recent' and the days parameter is weak and requires inference.

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 tool summarizes recent events, issues, merge requests, and pipelines for a project, distinguishing it from sibling tools like gitlab_get_project_activity which lists raw data rather than summarizing multiple types. The specific verb 'summarize' and the listed resource types make the purpose unambiguous.

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?

The description lacks explicit guidance on when to use this tool versus alternatives. It does not mention when to prefer this over gitlab_get_project_activity, gitlab_summarize_project_status, or other siblings. No when-not or context-specific advice is provided.

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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