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Alosies

GitLab MCP Server

by Alosies

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    TDQS

    B3/5.0

    Scored across 50 tools

    Disambiguation4/5

    Most tools are clearly separated by resource (projects, issues, MRs, pipelines, commits). However, there is some overlap between get_merge_request_diffs and list_merge_request_diffs, and between get_job_logs and get_job_trace, which could cause confusion.

    Naming Consistency4/5

    The naming mostly follows a consistent verb_noun pattern (list_, get_, create_, update_, delete_). Minor deviations include mark_mr_as_draft/mark_mr_as_ready and approve_mr/unapprove_mr, which are still readable but slightly inconsistent with the dominant pattern.

    Tool Count3/5

    50 tools is on the heavy side, but the server covers a broad GitLab domain (projects, issues, MRs, branches, commits, pipelines, users). The count is justified by the scope, though it borders on overwhelming and could benefit from consolidation.

    Completeness4/5

    The tool surface is quite comprehensive for GitLab workflows: project listing/creation, issue CRUD, MR lifecycle with discussions/approvals, pipelines, commits, and branches. Minor gaps include no project deletion/update, no issue update/delete, and no branch creation/deletion, but core workflows are well covered.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive