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Glama
nunolima

GitLab Documentation MCP Server

by nunolima

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_docsB

Search indexed GitLab documentation and return matching paths and titles.

get_docA

Fetch the full markdown content of a single documentation page by path.

search_and_fetchA

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

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription
list_reposRepository keys present in the documentation index.

TDQS

A3.9/5.0

Scored across 3 tools

Disambiguation4/5

search_docs and get_doc are clearly distinct, with one returning metadata and the other full content. search_and_fetch overlaps with both by combining them, but its purpose as a convenience method is clear enough to avoid real confusion.

Naming Consistency4/5

search_docs and get_doc follow a consistent verb_noun pattern. search_and_fetch breaks the pattern slightly by combining two verbs with 'and', but the overall naming style remains predictable and readable.

Tool Count5/5

Three tools is appropriate for a documentation-focused server: one to search, one to retrieve a single document, and one combined operation. Each tool has a distinct, useful purpose with no redundancy.

Completeness4/5

The core documentation workflow of searching and fetching content is fully covered. A minor gap is the lack of browsing or listing documentation paths without a search query, but agents can work around this using search_docs.

Maintenance

ActivitySlowing
ResponsivenessUnresponsive