zereight/gitlab-mcp
MCP server for GitLab: 100+ tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API observed · 2026-10-20
Health v2 · maintenance only
85/100
- Activity 100
- Release rhythm 88
- Longevity 44
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 1
- age_days: 617
- days_rel: 1
- days_push: 1
- n_releases_24m: 140
Adoption not part of the score
2053 stars · 358 forks observed · 2026-10-20
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Model Context Protocol (MCP) server exposing GitLab APIs (projects, merge requests, issues, pipelines, wikis, releases, and more) to AI clients like Claude, Cursor, and Copilot. It offers ~217 granular tools with runtime discovery, multiple auth methods, and stdio/SSE/Streamable HTTP transports.
Use cases
- let an AI agent review and comment on GitLab merge requests
- manage GitLab issues and pipelines from Claude or Cursor
- connect my coding assistant to a self-hosted GitLab instance
- browse repository files and diffs through an MCP client
- automate GitLab release and milestone management via AI
- set up a GitLab MCP server with OAuth or a personal access token
When to choose
- you want an agent-workflow-optimized GitLab MCP with many granular tools and runtime tool discovery
- you need flexible auth (PAT, OAuth2, proxy, remote authorization) and multiple transports
- you use self-hosted GitLab instances or need dynamic API URL routing
- you want batched two-step MR diff review for AI code review
When to avoid
- you prefer a small grouped toolset (CQRS-style) for enterprise multi-instance setups
- you need a non-GitLab platform like GitHub or Bitbucket
- you don't use any MCP-compatible AI client
Facets
service · maturity active
mcp api-framework developer-tools auth developer-tools version-control large-language-models cli cross-platform self-hosted gitlab mcp-server model-context-protocol ai-agent-tools devops-automation merge-requests ci-pipelines ai-agents automation nodejs
2 sources
- readme: https://github.com/zereight/gitlab-mcp · fetched 2026-10-20 · 2af428fc28f0
- homepage: https://zereight.github.io/gitlab-mcp/ · fetched 2026-08-29 · aefee7bb572b
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| zereight/gitlab-mcp | main | 85 |
For agents
markdown · JSON · MCP: product_card(name="zereight/gitlab-mcp")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem