MCP servers by product
GitLab MCP servers
GitLab is a platform for hosting code with Git, with issues, merge requests and CI/CD. 22 MCP Registry servers mention it in their own name or summary — 3 you can add by URL, 19 that run as a local package. Newest first.
- Servers
- 22
- Remote (add by URL)
- 3
- Local packages
- 19
A server listed here names the product in its registry entry; that does not make it official or tested. The publisher, repository and how to connect are on each server's page — check the publisher before connecting an assistant to an account.
| Server | Runs |
|---|---|
| Gitlab MCPGitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more. | Local · stdio |
| MCP GitlabGitLab MCP server for MCP 2026-07-28: projects, MRs, pipelines, CI/CD, approvals, issues. | Local · stdio |
| Gitlab MCPGitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI. | Local · stdio |
| Appveyor MCPCI pipeline monitoring for GitLab and GitHub - no API key. | Local · stdio |
| GitLab MCP ServerGo MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier. | Remote & Local · HTTP, stdio |
| GitlabGitLab MCP — wraps the GitLab REST API v4 (BYO API key) | Remote · HTTP |
| Gitlab PublicGitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth) | Remote · HTTP |
| Advanced GitLab MCP server58 CQRS tools exposing 230 GitLab operations across 26 entity types. | Local · stdio |
| Gitlab Ci Break LintNames the.gitlab-ci.yml lines your runner will reject after the next GitLab major upgrade. | Local · stdio |
| Gitlab MCPPublic GitLab projects and users. No key required. | Local · stdio |
| CICD AIopsGoverned self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools. | Local · stdio |
| MyopicCode-review MCP: review a GitLab MR or GitHub PR against the whole codebase, not just the diff. | Local · stdio |
| Grasp — Code Architecture & Dependency AnalysisCodebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab. | Local · stdio |
| Gk CliThe GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more. | Local · stdio |
| RemogramSCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers. | Local · stdio |
| Release Notes MCPA small, generic MCP server for combining GitHub/GitLab/Gitea releases into product release notes. | Local · stdio |
| Efficient GitlabToken-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination. | Local · stdio |
| GitlabManage projects, groups, branches, merge requests, and CI/CD pipelines. | Local · stdio |
| Gitlab Ci MCPGitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted). | Local · stdio |
| Devflow MCPMCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows. | Local · stdio |
| MCP GitlabSecure MCP server for GitLab projects, merge requests, issues, and pipelines. | Local · stdio |
| GitLab Documentation MCP ServerSearchable access to GitLab documentation from multiple repositories with full-text search. | Local · stdio |