GitLab MCP Server

{
  "mcpServers": {
    "gitlab-mcp-server": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "GITLAB_URL",
        "-e",
        "GITLAB_TOKEN",
        "-e",
        "GITLAB_MCP_SKIP_TLS_VERIFY",
        "-e",
        "GITLAB_MCP_TOOL_SURFACE",
        "-e",
        "GITLAB_MCP_CAPABILITY_SURFACE",
        "-e",
        "GITLAB_MCP_META_PARAM_SCHEMA",
        "-e",
        "GITLAB_MCP_TIER",
        "-e",
        "GITLAB_MCP_READ_ONLY",
        "-e",
        "GITLAB_MCP_SAFE_MODE",
        "-e",
        "GITLAB_MCP_EMBEDDED_RESOURCES",
        "-e",
        "GITLAB_MCP_EXCLUDE_TOOLS",
        "-e",
        "GITLAB_MCP_IGNORE_SCOPES",
        "-e",
        "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE",
        "-e",
        "GITLAB_MCP_ALLOWED_UPLOAD_DIRS",
        "-e",
        "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS",
        "-e",
        "GITLAB_MCP_ALLOWED_IMPORT_DIRS",
        "-e",
        "GITLAB_MCP_RATE_LIMIT_RPS",
        "-e",
        "GITLAB_MCP_RATE_LIMIT_BURST",
        "-e",
        "GITLAB_MCP_LOG_LEVEL",
        "ghcr.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19c"
      ],
      "env": {
        "GITLAB_URL": "https://gitlab.com",
        "GITLAB_TOKEN": "<GITLAB_TOKEN>",
        "GITLAB_MCP_SKIP_TLS_VERIFY": "false",
        "GITLAB_MCP_TOOL_SURFACE": "dynamic",
        "GITLAB_MCP_CAPABILITY_SURFACE": "full",
        "GITLAB_MCP_META_PARAM_SCHEMA": "opaque",
        "GITLAB_MCP_TIER": "<GITLAB_MCP_TIER>",
        "GITLAB_MCP_READ_ONLY": "false",
        "GITLAB_MCP_SAFE_MODE": "false",
        "GITLAB_MCP_EMBEDDED_RESOURCES": "true",
        "GITLAB_MCP_EXCLUDE_TOOLS": "<GITLAB_MCP_EXCLUDE_TOOLS>",
        "GITLAB_MCP_IGNORE_SCOPES": "false",
        "GITLAB_MCP_UPLOAD_MAX_FILE_SIZE": "2147483648",
        "GITLAB_MCP_ALLOWED_UPLOAD_DIRS": "<GITLAB_MCP_ALLOWED_UPLOAD_DIRS>",
        "GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS": "<GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS>",
        "GITLAB_MCP_ALLOWED_IMPORT_DIRS": "<GITLAB_MCP_ALLOWED_IMPORT_DIRS>",
        "GITLAB_MCP_RATE_LIMIT_RPS": "0",
        "GITLAB_MCP_RATE_LIMIT_BURST": "40",
        "GITLAB_MCP_LOG_LEVEL": "info"
      }
    }
  }
}