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gitlab-mcp-server

MCP serverDev tools

Give your AI a direct line to GitLab so it can handle GitLab work for you during a conversation. This community-built addition uses two tools to reach more than a thousand GitLab actions, covering both of GitLab's interfaces. It works with free and Community Edition GitLab, and there is no paid tier.

Use gitlab-mcp-server in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add gitlab-mcp-server and connect your AI. About a minute.

ClaudeChatGPTAhel Desktop

Also: Claude Code · Cursor · Codex

Then ask your AI: use gitlab-mcp-server

Details

Available today. Use it from your connected AI after setup.

After adding it, connect it to your GitLab and start asking your AI to take care of GitLab tasks for you.

gitlab-mcp-serverStart free

What your AI can do with it

  • Carry out over a thousand different GitLab actions from your chat
  • Get broad GitLab coverage from just two tools
  • Work across both of GitLab's interfaces (REST and GraphQL)
  • Use it with free or Community Edition GitLab, with no paid tier required

Install gitlab-mcp-server

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user gitlab-mcp-server 'https://mcp.jmrp.io/gitlab'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://mcp.jmrp.io/gitlab

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=gitlab-mcp-server&config=eyJ1cmwiOiJodHRwczovL21jcC5qbXJwLmlvL2dpdGxhYiJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://mcp.jmrp.io/gitlab

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add gitlab-mcp-server --url 'https://mcp.jmrp.io/gitlab'

    Run it once, then sign in with codex mcp login gitlab-mcp-server if the server asks for an account.

From the project's README

As published by jmrplens/gitlab-mcp-server in README.md. This repository publishes several servers, so only the opening is shown here.

[![Quality Gate](https://sonarcloud.io/api/project_badges/measure?pr

Shortened here. Read the whole README on GitHub.

Signals

GitHub stars
43
Forks
5
Last commit
Oct 2026
Weekly downloads
59
Weekly_downloads
86 weekly_downloads

Ahel review

  • S4info
    community integration, published by jmrplens, not gitlab

Automated review, not a security audit. Ruleset v1.

Others that do the same job

gitlab-public
MCP server · pipeworx-iogitlab
MCP server · pipeworx-io
Advanced
Delivery
gitlab-mcp-server MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-jmrplens-gitlab-mcp-server
Source
github.com/jmrplens/gitlab-mcp-server
Hosted endpoint
https://mcp.jmrp.io/gitlab

github.com/jmrplens/gitlab-mcp-server

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