GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only
This MCP server uses stdio transport. It runs as a local subprocess, communicating via standard input/output.
Manage repos, issues, and pull requests
Search, query, and debug application errors
Find buyers, enrich contacts, and book more meetings