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Advanced GitLab MCP server

About

58 CQRS tools exposing 230 GitLab operations across 26 entity types

Use this server

Add it to your MCP client. The catalogue lists this config verbatim from its source — it does not run, download, or vouch for the server. Review the command before you run it.

Transportstdio (runs a local command)
Env varsGITLAB_TOKEN GITLAB_API_URL GITLAB_READ_ONLY_MODE
Claude Code
claude mcp add --env GITLAB_TOKEN= --env GITLAB_API_URL= --env GITLAB_READ_ONLY_MODE= gitlab-mcp -- npx @structured-world/gitlab-mcp
Cursor

Add to Cursor

If the button doesn't open Cursor, use the JSON below — Cursor accepts the same mcpServers config.

VS Code
code --add-mcp '{"name":"gitlab-mcp","command":"npx","args":["@structured-world/gitlab-mcp"],"env":{"GITLAB_TOKEN":"","GITLAB_API_URL":"","GITLAB_READ_ONLY_MODE":""}}'
JSON
{
  "mcpServers": {
    "gitlab-mcp": {
      "command": "npx",
      "args": [
        "@structured-world/gitlab-mcp"
      ],
      "env": {
        "GITLAB_TOKEN": "",
        "GITLAB_API_URL": "",
        "GITLAB_READ_ONLY_MODE": ""
      }
    }
  }
}

Environment variables are listed by name only — fill in your own values. Entries never carry secrets.