code-graph-rag

An MCP server that parses multi-language codebases with Tree-sitter, builds a knowledge graph in Memgraph, and exposes code query, edit, and analysis tools to MCP clients like Claude Code. Supports 13+ languages with semantic search, dead-code detection, and data-flow tracing.

Connects to: Claude Code, MCP clients, Memgraph, Tree-sitter · · MIT 2,733★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/vitali87/code-graph-rag
• This harness as JSON: /api/harnesses/code-graph-rag
• Agent setup: /setup.md
• Browse all 700+ harnesses on Loadbay