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GitLab Documentation MCP Server

by nunolima

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    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