Alternatives to GitLab MCP Server
GitLab MCP Server is a MCP server by zereight: GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more. If it doesn't fit your setup, these 12 MCP servers cover similar ground. They are ordered by how closely they match GitLab MCP Server and by our rank, which weighs adoption, freshness and documentation; money never changes the order. MCP GitLab leads the list (active in the last 30 days; open source (MIT)). 2 of them are published by the company behind the product. 1 offers a remote endpoint, so there is nothing to install locally. Each entry shows data reasons to switch, and you can open a side-by-side comparison with GitLab MCP Server.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
You're replacing
GitLab MCP Server
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
12 alternatives
Ordered by how closely each matches GitLab MCP Server (shared product, category or stated alternative) and by rank.
- 1MCP GitLab
vish288
GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only
- Active in the last 30 days
- Open source (MIT)
★ 6↓ 8K/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 2GitLab Docs
ozanmutlu
Search and browse 2,900+ official GitLab documentation pages.
- Active in the last 30 days
- Open source (MIT)
★ 3Last active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 3GitLab MCP
mmedum
GitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI.
- Active in the last 30 days
- Open source (Apache-2.0)
Last active Oct 24, 2026Local (stdio)Claude Desktop
AFreshness: A–Security: not graded yet - 4GitLab CI MCP
mshegolev
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files.
- Open source (MIT)
★ 2↓ 55/wkLast active Aug 12, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
BFreshness: B–Security: not graded yet - 5GitLab Documentation MCP Server
nunolima
Searchable access to GitLab documentation from multiple repositories with full-text search.
- Open source (MIT)
★ 1Last active Aug 14, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
BFreshness: B–Security: not graded yet - 6Advanced GitLab MCP server
structured-world
64 CQRS tools exposing 234 GitLab operations across 26 entity types
- Active in the last 30 days
- Open source (Apache-2.0)
★ 8Last active Oct 25, 2026Local (stdio)Claude Code, Codex, VS Code, Claude Desktop +2
AFreshness: A–Security: not graded yet - 7GitLab
mcparmory.com
Manage projects, groups, branches, merge requests, and CI/CD pipelines
- Open source (MIT)
★ 32↓ 162/wkLast active May 12, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
CFreshness: C–Security: not graded yet - 8GitLab CI Break Lint
jmshinhwa
Names the.gitlab-ci.yml lines your runner will reject after the next GitLab major upgrade
- Active in the last 30 days
★ 1Last active Oct 24, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 9GitHub
githubOfficial
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
- Remote server, no local install
- Published by the vendor
- More GitHub stars (33.9K)
★ 33.9KLast active Oct 22, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2
AFreshness: A–Security: not graded yet - 10Gk CLI
gitkraken.com
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
- Most weekly downloads here (23.7K)
- Active in the last 30 days
★ 462↓ 23.7K/wkLast active Oct 14, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 11Repowise
repowise.devOfficial
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
- Published by the vendor
- More GitHub stars (7.9K)
★ 7.9K↓ 5.6K/wkLast active Oct 25, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet - 12Ncp
portel-dev
1 MCP to rule them all.
- Active in the last 30 days
★ 100Last active Oct 19, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2
AFreshness: A–Security: not graded yet