Gitlab MCP Server

@jmrplens

代码仓库主页文档

基本信息

分类

版本控制

许可证

MIT

传输方式

stdio

作者

jmrplens

提交者

José M. Requena Plens

关于 Gitlab MCP Server

Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 860+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.

#gitlab#metatool#full#rest #graphql #api

Gitlab MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "gitlab-mcp-server-jmrplens": {
      "command": "docker",
      "args": [
        "pull",
        "ghcr.io/jmrplens/gitlab-mcp-server:latest"
      ]
    }
  }
}

Gitlab MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Gitlab MCP Server?

Gitlab MCP Server connects your AI assistant to GitLab, enabling it to review merge requests, triage pipelines, manage issues, and draft releases in plain language. It provides 1000+ GitLab tools over the full REST + GraphQL API and works with Claude, Cursor, VS Code, and any MCP client. It runs as a single static binary or a container on Windows, Linux, and macOS.

How to use Gitlab MCP Server?

Choose an installation method: one-click buttons (VS Code, Cursor, etc.), claude mcp add command, the built-in setup wizard (gitlab-mcp-server --setup), or manual JSON configuration. Provide a GitLab Personal Access Token with the api scope. For self-managed GitLab, set the GITLAB_URL environment variable. Then simply ask your AI assistant to perform GitLab tasks.

Key features of Gitlab MCP Server

Plain-language GitLab – the AI translates natural requests into API calls.
1000+ tools covering the full GitLab platform (REST + GraphQL).
Low-token default dynamic surface (exposes 2 tools, reaches the full catalog).
Proven with real models – 99.5% aggregate success across thousands of operations.
Safe by design – read-only mode, safe mode (dry-run preview), and TLS options.
Runs anywhere – one static binary or container; amd64 & arm64; stdio and HTTP.

Use cases of Gitlab MCP Server

Review a merge request for safety and merge readiness.
Triage a failed pipeline and identify the cause.
List open issues assigned to a user.
Generate release notes from version to version.
List GitLab projects managed by the user.

常见问题

What token is required to use Gitlab MCP Server?

A GitLab Personal Access Token with the **api** scope is needed. The token is passed via the `GITLAB_TOKEN` environment variable.

How do I connect to a self-managed GitLab instance?

Set the `GITLAB_URL` environment variable to your instance URL. For self-signed certificates, also set `GITLAB_SKIP_TLS_VERIFY=true`.

What is the default tool surface and why?

The default **dynamic** surface exposes only 2 tools (`gitlab_find_action` and `gitlab_execute_action`) while still reaching the full catalog. This keeps token consumption low and fits any client’s context window.

Can I run Gitlab MCP Server in read-only mode?

Yes, read-only mode is a built-in safety feature. It prevents mutations, allowing safe exploration of GitLab data.

Does Gitlab MCP Server support HTTP/remote deployments?

Yes, there is an HTTP server mode for shared, long-running deployments, documented in the HTTP Server Mode guide.

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