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@zereight/mcp-gitlab

by rokrokss
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    • GitLab MR MCP

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    C2.6/5.0

    Scored across 115 tools

    Disambiguation2/5

    While most tools target specific resources, several boundaries are unclear: create_note overlaps with create_issue_note and create_merge_request_note, get_merge_request_diffs overlaps with list_merge_request_diffs, and get_file_contents overlaps with get_repository_tree for directory listings. The note/discussion/thread/draft family and list_issues vs my_issues also create real misselection risk.

    Naming Consistency3/5

    The core verb_noun pattern is recognizable and mostly readable, but there are notable deviations: mr_discussions and my_issues don't follow the verb pattern, get_merge_request_notes is actually a list operation, create_or_update_file bundles two verbs, and bulk_publish_draft_notes uses an adverb prefix. These inconsistencies make the set feel mixed rather than systematic.

    Tool Count1/5

    At 115 tools this is an extreme tool count for an agent-facing server, far beyond the typical well-scoped 3-15 range. Even for GitLab's broad domain, the surface is overwhelming and selection cost is high.

    Completeness3/5

    The server covers a remarkably wide surface: MRs, issues, pipelines, releases, milestones, wiki, labels, environments, and file operations. However, several lifecycle gaps remain: no delete_file, delete_branch, delete_project, or delete_merge_request, and environments/deployments are read-only. These are notable dead ends for common workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources