MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
-
MCP server for GitLab self-managed
Apache-2.0 -
mcp-gitlabstale
MCP Server for GitLab
npm ISC -
GitLab MCP server with GitLab 11.11 compatibility for repositories, merge requests, pipelines, and more.
npm MIT -
A MCP server for GitLab
npm MIT -
Go MCP server for the GitLab API, supporting GitLab.com and self-managed instances with read-only and read-write modes.
MIT ★ 1 -
gitlab-mcpgithub.com/alesdrobysh/gitlab-mcpupdated this year
MCP server for GitLab - manage MRs from Claude
-
Advanced GitLab MCP server
npm Apache-2.0 -
gitlab-mcp-servergithub.com/CarmeloRicarte/gitlab-mcp-serverupdated this year
A Model Context Protocol (MCP) server for GitLab integration with Claude Code and AI assistants.
-
A MCP server for GitLab with powerful, safe, policy-controlled access
MIT ★ 10 -
@jesbrian/gitlab-mcp-serverupdated this year
GitLab MCP Server with Modular Configuration
npm ISC -
GitLab API + MCP Server
pypi MIT -
Gitlab MCP server for agents
★ 2 -
GitLab MCP Server - A Model Context Protocol server for GitLab integration
npm MIT -
MCP server for GitLab: 288 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API
npm MIT ★ 2,105 -
AI-powered GitLab merge request reviewer
npm MIT -
@bakhshb/gitlab-mcp-openapiupdated this year
2-tool OpenAPI-driven MCP server for GitLab
npm MIT -
gitlab-mcp-servergithub.com/dkeeno/gitlab-mcp-serverupdated this year
MCP server: full GitLab DevOps automation — pipelines, CI generation, security scans, error analysis, runner & token management (~3000 lines, 50+ tools)
MIT -
GitLab MCP server — issues, merge requests, pipelines, code search. 80+ tools.
npm Apache-2.0 ★ 8 -
gitlab-ci-break-lintno update data
—
smithery -
gitlab-mcp-zedgithub.com/akbxr/gitlab-mcp-zedupdated this year
Gitlab MCP Server for Zed
Apache-2.0 ★ 17 -
gitlab_mcpgithub.com/AlissonStochero/gitlab_mcpupdated this year
Model Context Protocol (MCP) server for GitLab implemented in .NET 9.0 with streamable HTTP transport.
MIT -
@mseep/mcp-gitlabstale
MCP server for using the GitLab API
npm MIT -
A Model Context Protocol (MCP) server that provides GitLab integration tools for Claude Code.
MIT ★ 4 -
mcp-gitlab-servergithub.com/yoda-digital/mcp-gitlab-serverupdated this year
Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).
MIT ★ 66 -
MCP server for GitLab: projects, merge requests with diffs and search, tags with SemVer next-release
MIT -
Gitlab-MCPgithub.com/samueljayasingh/Gitlab-MCPupdated this year
MCP server that turns GitLab APIs into structured tools for AI clients to manage repositories, issues, branches, and CI/CD programmatically.
MIT ★ 1 -
@vitalyostanin/gitlab-mcpgithub.com/vitalyostanin/gitlab-mcpupdated this year
GitLab MCP server for managing projects, merge requests, release tagging, and search via Model Context Protocol.
npm MIT -
Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.
MIT ★ 94 -
AI-optimized GitLab MCP server with smart pagination and streamlined responses for better LLM integration
npm MIT -
Use GitLab with AI agents through one PipMCP API key, actual hosted schemas and governed execution.
MIT -
MCP server that extends the official GitLab MCP with security, compliance and GitLab Duo tools: vulnerability triage and bulk actions, security policies, compliance violations, SBOM, scanner coverage, Duo usage, seats and credits, and AI governance. One Go binary with a built-in installer for Claude Code and Cursor, and a read-only mode.
MIT -
GitLab MCP server for the MCP 2026-07-28 specification (MCP 2.0): projects, MRs, pipelines, CI/CD, approvals and issues for AI assistants. Runs with writes, or locked read-only via MCP_READ_ONLY
pypi MIT -
MCP server for the GitLab REST API — 91 tools, 7 resources, 6 prompts for projects, MRs, draft reviews, repository files, pipelines, CI/CD, approvals and issues. MCP 2026-07-28 (MCP 2.0); GitLab.com and self-managed; OAuth 2.1 and local sign-in; run with writes or locked read-only (MCP_READ_ONLY).
MIT ★ 7 -
gitlab-code-reader-mcpgithub.com/nanami7777777/gitlab-code-reader-mcpupdated this year
MCP server for reading GitLab repository code, inspired by Claude Code's Read/Grep/Glob/LSP tools. 9 focused tools for AI-powered code exploration.
MIT ★ 4 -
gitlab-mcp-servergithub.com/13shivam/gitlab-mcp-serverupdated this year
EGMA: Enhanced GitLab MCP API Server, comes with 143+ tools for AI-powered GitLab integration, MCP server that connects AI assistants to GitLab with intelligent context awareness, URL deduction, and specialized tools for projects, issues, MRs, pipelines, and repository operations. Works with Claude Desktop, Amazon Q, Cursor
★ 3 -
MCP Server for Multi-Project GitLab Merge Request Review 支持对GITLAB多个项目进行MR Review的MCP
MIT ★ 1 -
CERN GitLab MCP Server
pypi ★ 4 -
Confluence, Jira, GitLab CLI / TUI / MCP 통합 도구
npm MIT -
@cqjjb/project-mcp-serveractive
项目地图 MCP：GitLab 组/项目查询 + 本地项目定位，项目地图 JSON 落盘（越用越聪明）
npm MIT -
MCP Web Hound — unified web search, GitHub search, and GitLab search tools with caching, reranking, and rate limits
npm MIT -
Self-hosted code maps and MCP access for AI, with GitLab, GitHub and generic Git sync, a web dashboard, and repository-scoped tokens.
MIT ★ 1 -
mcp-server-code-reviewgithub.com/danielefavi/mcp-server-code-reviewupdated this year
MCP server for code reviews - connects LLMs to GitHub and GitLab to analyze Merge/Pull Requests and provide expert feedback
npm ISC -
@morphixai/mcp-servergithub.com/morphicai/openclaw-morphixaiupdated this year
MorphixAI MCP Server — connect AI agents (Claude Code, Cursor, Windsurf) to GitHub, GitLab, Jira, Notion, Gmail, Outlook, Figma, and 40+ workplace tools.
npm MIT -
Deny-by-default MCP server for GitLab: capability-based access for AI agents, a .noai content marker, and an authenticated git smart-HTTP proxy.
MIT ★ 1 -
Self-hosted kanban & ticket management with an MCP server and AI agents (Claude Code / Codex / OpenCode) that work on your tickets, with human approval. GitHub/GitLab, Slack, calendar.
MIT ★ 2 -
AI-native zero-config CI/CD. Runs locally. Imports existing GitHub Actions, Jenkinsfile, GitLab CI, Bitbucket, CircleCI, Azure, AWS CodePipeline unchanged. npm install -g pushci
NOASSERTION -
One MCP stdio server for Figma, Jira, Confluence and GitLab. Replaces the official MCPs, keeps credentials in env vars, and saves large payloads straight to disk (save_to) so agents don't flood their context.
MIT -
Multi-forge git repository organiser & MCP server for AI coding agents. Clones & structures repos from GitHub, GitLab, Gitea, Forgejo, Codeberg & Bitbucket by visibility & language, with fast cross-repo code & symbol search, worktree tooling, and TUI graph.
GPL-3.0 ★ 1 -
@cocaxcode/devflow-mcpgithub.com/cocaxcode/devflow-mcpupdated this year
MCP server that connects Jira (Cloud + Server) with GitHub/GitLab to automate your dev workflow. Branch creation, issue transitions, PR/MR generation, and custom flow playbooks — all from your AI assistant.
npm MIT -
codebeamgithub.com/clement-tourriere/codebeamupdated this year
Local-first code search engine with a web UI, MCP server, and JSON API — lexical (Zoekt), symbol (ctags), and structural (ast-grep) search across your GitHub, GitLab, and local repositories. Single self-contained binary.
MIT ★ 4 -
MCP server for SandboxAPIs: read-only, API-compatible replicas of 25 developer and SaaS APIs (GitHub, GitLab, Jira, Linear, Slack, Sentry, PagerDuty, Salesforce, CircleCI, OpenAI, Anthropic and more), preloaded with one realistic simulated data set.
npm MIT -
MCP server (Model Context Protocol) that stores GitHub and GitLab tokens in an encrypted vault and retrieves them by org/group keyword, with per-project scoping. Self-hosted credential manager for AI agents.
MIT -
Explain any lockfile change: bumps release-verified against 22 registries, vulns (OSV), ages, deprecations, typosquats, integrity tampering — 61 formats incl. pdm.lock, vcpkg, mise.lock, build.gradle, pom.xml, go.sum, GitHub Actions, GitLab CI, Dockerfiles, Kubernetes, Helm, SBOMs. CLI + CI gate + MCP server + playground. By an AI agent.
MIT ★ 1 -
Build mirror of https://gitlab.com/__alexander__/anathem — GitHub Actions compiles the binaries here because they are free for public repositories on all three operating systems. Issues, releases and development live on GitLab.
MIT -
Self-hosted MCP gateway. Connects Claude, ChatGPT, Codex and any MCP agent to 50+ enterprise tools (Jira, Confluence, GitLab, Notion, Miro, Google Workspace, Slack, Grafana, Sentry, Figma, ...). Pre-integrated, GDPR-ready, with PII sanitization, write-safety, and audit logging. Mirror of gitlab.com/mcpgate/mcpgate.
NOASSERTION ★ 3 -
Bridge-MCPgithub.com/ali-moghadam/Bridge-MCPupdated this year
MCP server for integrating Jira, Confluence, and GitLab with AI agents.
MIT -
ci-cd-generator-ai-mcpgithub.com/csoai-org/ci-cd-generator-ai-mcpupdated this year
MCP server for ci cd generator ai. Features generate github actions, generate gitlab ci, generate jenkinsfile. From MEOK AI Labs.
npm MIT -
Messaging and advisory locks for Claude Code sessions working on the same repository (mirror of gitlab.com/cardona-oss/cabildo)
MIT -
mattermost-mcpgithub.com/BryanBerger98/mattermost-mcpupdated this year
MCP server (stdio) exposing the Mattermost REST API v4 as tools for self-hosted instances. Auth: PAT/password/OAuth2/GitLab. Guardrails + resilience. 34 tools, 130 tests.
MIT ★ 2 -
Shared, curated semantic memory for Claude Code: Go + Postgres/pgvector + Ollama, MCP server and prompt hook, PR ingest from Azure DevOps/GitHub/GitLab.
Apache-2.0