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nunolima

GitLab Documentation MCP Server

by nunolima

Search GitLab docs

search_docs
Read-onlyIdempotent

Search GitLab documentation and return matching page paths and titles for a full-text query.

Instructions

Search indexed GitLab documentation and return matching paths and titles.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum hits to return.
queryYesFull-text search query (SQLite FTS5).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countYesNumber of hits returned.
queryYes
resultsYes
Install Server

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint, covering safety and repeatability. The description adds that the search operates over 'indexed' documentation and returns only paths and titles, which is useful but does not go beyond what the annotations and output schema already convey. No contradictions.

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, front-loaded sentence that names the action, the resource, and the result shape with no wasted words. It is appropriately sized for the tool's simplicity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simple schema, full parameter descriptions, output schema presence, and annotations covering read-only/idempotent behavior, the description is largely sufficient for invoking the tool correctly. The main missing piece is sibling differentiation, which prevents a perfect score.

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%, with both 'query' and 'limit' already documented in the input schema. The description adds no additional parameter-level meaning, so the baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states a specific action ('Search') and resource ('indexed GitLab documentation'), and specifies the return type ('matching paths and titles'). It does not explicitly contrast itself with siblings like get_doc or search_and_fetch, so it slightly falls short of full differentiation.

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 implies when to use the tool (when searching docs is needed) but provides no guidance on when to prefer it over the sibling alternatives, nor any exclusion criteria. With siblings named get_doc and search_and_fetch, the absence of routing advice is a notable gap.

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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