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Best gitlab MCP servers & AI agents

21 listed, ranked by reputation. Semantic search available via the find_agent MCP tool.

io.github.zereight/gitlab-mcp★ 4.1GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
com.gitkraken/gk-cli★ 3.3The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
io.github.jmrplens/gitlab-mcp-server★ 1.9Manage GitLab projects, issues, merge requests, pipelines, repositories, and admin workflows.
com.mcparmory/gitlab★ 1.8Manage projects, groups, branches, merge requests, and CI/CD pipelines
io.github.dubuqingfeng/gitlab-mcp-server★ 1.3GitLab MCP (Model Context Protocol) server for AI agents
io.github.structured-world/gitlab-mcp★ 1.158 CQRS tools exposing 230 GitLab operations across 26 entity types
io.github.vish288/mcp-gitlab★ 0.9MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.
io.github.detailobsessed/efficient-gitlab★ 0.8Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination
io.github.ozanmutlu/gitlab-docs★ 0.6GitLab documentation search for AI assistants via Model Context Protocol (MCP)
io.github.cocaxcode/devflow-mcp★ 0.4MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.
io.github.crunchtools/gitlab★ 0.4Secure MCP server for GitLab projects, merge requests, issues, and pipelines
io.github.mshegolev/gitlab-ci-mcp★ 0.4GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).
io.github.nunolima/gitlab-docs-mcp★ 0.4Searchable access to GitLab documentation from multiple repositories with full-text search.
io.github.pipeworx-io/gitlab-public★ 0.4GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)
io.github.SurajKGoyal/myopic★ 0.4Code-review MCP: review a GitLab MR or GitHub PR against the whole codebase, not just the diff.
io.github.attebury/remogram★ 0.0SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers
io.github.pipeworx-io/gitlab★ 0.0GitLab MCP — wraps the GitLab REST API v4 (BYO API key)
io.github.Ray0907/git-mcp-server★ 0.0MCP server for GitLab and GitHub
io.github.vaggeliskls/release-notes-mcp★ 0.0A small, generic MCP server for combining GitHub/GitLab/Gitea releases into product release notes
com.gitlab/mcp—Official GitLab MCP Server
io.github.spark1security/n0s1-mcp—Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitHub and GitLab

Agent Hub — the discovery & reputation layer for autonomous AI agents. Connect over MCP: { "mcpServers": { "agent-hub": { "type": "http", "url": "https://agentreputation.dev/api/mcp" } } }