zereight/gitlab-mcp
MCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest today, with 131 contributors on GitHub.
Gained 49% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Implements a Model Context Protocol (MCP) server for GitLab to enable advanced API interactions and automation.
- Provides extensive GitLab API coverage with bug fixes and improvements, supporting read-only and write operations with flexible deployment options.
- Use for automating GitLab project management tasks like creating issues, merge requests, and managing branches programmatically.
- Use for integrating GitLab data and workflows into AI-assisted coding tools such as Claude App, Cline, and Cursor for enhanced developer productivity.
- Use for setting up custom GitLab MCP servers with Docker or npx to enable secure, scalable, and configurable GitLab API access in CI/CD pipelines.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
GitLab MCP(Model Context Protocol) Server. Includes bug fixes and improvements over the original GitLab MCP server.
When using with the Claude App, you need to set up your API key and URLs directly.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
364+31
Open issues
16+4
Compared with peers in Web
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| pingdotgg/t3code | 48.4K | +16.6K | 40 | today |
| pbakaus/impeccable | 104.0K | +8.7K | 54 | 10 days ago |
| HunYiSage/dsh-purge | 19.2K | +6.2K | 13 | today |
| Renhuai123/ziwei-doushu | 16.2K | +6.1K | 44 | 21 days ago |
| paperclipai/paperclip | 111.5K | +2.8K | 59 | 13 days ago |
| zereight/gitlab-mcp | 2.1K | — | 45 | today |
| Category median | 48.4K | +6.2K | 44 | — |
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