# gitlab-mcp-server

> gitlab-mcp-server — jmrplens-gitlab-mcp-server. Use this tool when you need to integrate GitLab APIs with AI assistants, providing access to a wide range of operations and resources. It exposes 1006 GitLab REST and GraphQL API operations as Model Context Protocol (MCP) tools, enabling seamless interaction between GitLab and AI systems. Ideal for use cases requiring automated GitLab workflows, project management, and version control, with support for stdio and HTTP transport.

Canonical page: https://skillsregistry.net/skills/jmrplens-gitlab-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/jmrplens-gitlab-mcp-server

## Description

Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** version-control
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/jmrplens/gitlab-mcp-server)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jmrplens-gitlab-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jmrplens-gitlab-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jmrplens-gitlab-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt