gitlab-mcp
Related Servers
Alternatives to gitlab-mcp
No user-submitted related servers found.
Related Servers
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- FlicenseAqualityDmaintenanceMCP server for GitLab that enables AI assistants to manage CI pipelines, job logs, repositories, branches, merge requests, and commits via the GitLab REST API.20-
- AlicenseCqualityAmaintenanceA production-ready MCP server for GitLab enabling AI assistants to read and manage GitLab projects, merge requests, issues, pipelines, wikis, releases, and more through a unified interface.100403 npm10MIT
- AlicenseNot gradedqualityAmaintenanceMCP server for interacting with GitLab API, supporting dynamic tool selection and enterprise-grade security.10MIT
- AlicenseNot gradedqualityBmaintenanceA comprehensive GitLab MCP server that enables AI clients to manage projects, merge requests, issues, pipelines, wiki, releases, tags, and milestones through multiple transports and authentication methods.70,206 npmMIT
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TDQS
Scored across 33 tools
Each tool targets a distinct resource and action. The runner-related tools are clearly differentiated by scope (user, all, project, group) and operation (list, get, update, delete, assign, unassign, reset, verify). Even similar reset token tools specify their method (by runner ID vs. current token) in the name.
All tool names follow a consistent verb_noun pattern using snake_case, such as get_project, list_merge_requests, update_runner, and reset_runner_authentication_token_by_current_token. The naming is predictable and easy to navigate, despite some longer composite names.
With 33 tools, the server exceeds the 25-tool threshold for 'too many'. While GitLab has a broad API, the set includes a very large number of runner-specific endpoints (about 20 runner-related tools) plus two unusual analytics tools, making the overall surface feel overloaded and less focused.
The server is heavily read-oriented for core resources (projects, merge requests, pipelines, commits) and lacks create/update/delete operations for these. Runner management is comprehensive, but the overall GitLab domain is incomplete—agents cannot create a project, update or merge a merge request, or cancel a pipeline, leaving significant gaps.