Gitlab MCP Server

GitLab MCP server exposing 1000 GitLab REST API and GraphQL operations as MCP tools for AI assistants. Includes 32 base / 47 enterprise meta-tools, 24 resources, 38 prompts, 17 completion types and 6 MCP capabilities (logging, progress, roots, sampling, elicitation, completions).

mcp gitlab model-context-protocol ai llm DevOps ci-cd merge-requests issues pipelines code-review graphql rest-api

cursor.directory·↓ 11

MCP

gitlab

MCP server: gitlab

{
  "command": "docker",
  "args": [
    "run",
    "-i",
    "--rm",
    "-e",
    "GITLAB_URL",
    "-e",
    "GITLAB_TOKEN",
    "-e",
    "GITLAB_SKIP_TLS_VERIFY",
    "-e",
    "META_TOOLS",
    "-e",
    "GITLAB_ENTERPRISE",
    "-e",
    "GITLAB_READ_ONLY",
    "-e",
    "GITLAB_SAFE_MODE",
    "-e",
    "LOG_LEVEL",
    "ghcr.io/jmrplens/gitlab-mcp-server:latest"
  ],
  "env": {
    "GITLAB_URL": "${GITLAB_URL}",
    "GITLAB_TOKEN": "${GITLAB_TOKEN}",
    "GITLAB_SKIP_TLS_VERIFY": "${GITLAB_SKIP_TLS_VERIFY:-false}",
    "META_TOOLS": "${META_TOOLS:-true}",
    "GITLAB_ENTERPRISE": "${GITLAB_ENTERPRISE:-false}",
    "GITLAB_READ_ONLY": "${GITLAB_READ_ONLY:-false}",
    "GITLAB_SAFE_MODE": "${GITLAB_SAFE_MODE:-false}",
    "LOG_LEVEL": "${LOG_LEVEL:-info}"
  }
}

来源：https://github.com/jmrplens/gitlab-mcp-server