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nunolima

GitLab Documentation MCP Server

by nunolima

Search then fetch GitLab docs

search_and_fetch
Read-onlyIdempotent

Search GitLab documentation with a full-text query and get the complete markdown for each result in one call.

Instructions

Search documentation and return full markdown for each hit in one call.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum documents to search and fetch.
queryYesFull-text search query (SQLite FTS5).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countYesNumber of documents returned with content.
queryYes
documentsYes
Install Server

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already establish read-only and idempotent behavior, and the description adds useful context about the combined search-and-fetch outcome and that full markdown is returned for each hit. It does not discuss potential response size, but that is minor given the annotations and output schema.

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 that front-loads the action and outcome with no filler. Every word contributes meaning.

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 simple two-parameter tool with rich schema documentation, read-only/idempotent annotations, an output schema, and clear combined behavior, the description is complete. An agent has enough information to invoke it correctly.

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%, so the schema fully documents query and limit. The description's phrase 'full markdown for each hit' slightly reinforces the limit's behavior, but it adds no new parameter-level 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?

Description states a specific verb (search) and resource (documentation), and the key distinctive outcome: returns full markdown for each hit in one call. This directly differentiates it from siblings like search_docs or get_doc, which would require separate calls.

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 phrase 'in one call' implies it should be used when both searching and retrieving full content are needed, but it does not explicitly name alternatives or state when not to use it. Usage context is inferred from the behavior rather than spelled out.

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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