GitLab MCP server exposes 1000+ API actions via just 2 dynamic tools, free for CE

modelcontextprotocol · reddit · 2026-09-05

A Go-based GitLab MCP server reaches 1000+ REST/GraphQL actions through only 2 dynamic tools, keeping the tool list compact. It is fully free, GitLab CE compatible, with no paid tier.

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