subhopam das closed issue #9: Expose GitLab Oracle as an MCP Server with `search_gitlab_knowledge` tool at GitLab AI Hackathon / Participants / kapillamba4

subhopam das
2026-03-20T01:42:50Z

Overview

Expose the GitLab Oracle query capability as an MCP (Model Context Protocol) server, integrated with the existing flow.yml, so any MCP-compatible AI client can use it as a tool in agentic workflows.

MCP Tool

search_gitlab_knowledge - Single semantic search across all indexed GitLab content (MR discussions, code diffs, commit messages). Returns ranked, relevant chunks with MR links and metadata.

Tasks

Implement MCP server wrapping the existing query service

Register search_gitlab_knowledge as an MCP tool

Integrate the MCP server into flow.yml so it is available as a tool in Duo Workflow flows

Document usage in README