Learn how to give AI agents direct, structured access to GitLab using glab CLI and Model Context Protocol (MCP).
- •Connect AI assistants to GitLab via glab MCP server, enabling them to read issues, review MRs, and check pipeline status without manual copying
- •Use glab mr view with --output json to fetch complete MR metadata, discussions, and unresolved comments for code review workflows
- •Programmatically resolve discussions and manage review queues using glab mr note commands
- •Access full GitLab REST and GraphQL API through glab api for advanced queries like changed files and cross-project data
- •Get structured, typed JSON data instead of copying text from the UI
This summary was automatically generated by AI based on the original article and may not be fully accurate.
GitLab
Kubernetes
Grafana
Google Cloud