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GitLab MCP Server in Go for AI assistants: stdio/HTTP/OAuth access to Full GitLab REST/GraphQL, default 2-tool dynamic find/execute surface over a canonical action catalog, optional meta/individual surfaces, 46 resources and 38 prompts.

Transport
streamable-http
Auth
smithery_api_key
Cost

How to connect

MCP endpoint (streamable-http)
https://server.smithery.ai/jmrp/gitlab-mcp-server/mcp
JSON-RPC initialize probe
curl -X POST https://server.smithery.ai/jmrp/gitlab-mcp-server/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'
Homepage
https://github.com/jmrplens/gitlab-mcp-server
Listed at (smithery)
https://github.com/jmrplens/gitlab-mcp-server