Knowledge-graph RAG for multi-language codebases: index, query and edit code in natural language.
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This server only runs locally, from a package. Install it with the instructions on this page to try it.
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
claude mcp add code-graph-rag \ -- uvx code-graph-rag==0.4.19
Environment
ORCHESTRATOR_PROVIDER (optional, not in the config above): LLM provider for the orchestrator agent (openai, anthropic, google, azure, cohere, ollama)ORCHESTRATOR_MODEL (optional, not in the config above): Model name for the orchestrator agentORCHESTRATOR_API_KEY (optional, not in the config above): API key for the orchestrator LLM provider (not needed for the default local ollama provider)CYPHER_PROVIDER (optional, not in the config above): LLM provider for Cypher query generation (openai, anthropic, google, azure, cohere, ollama)CYPHER_MODEL (optional, not in the config above): Model name for Cypher query generationCYPHER_API_KEY (optional, not in the config above): API key for the Cypher LLM provider (not needed for the default local ollama provider)MEMGRAPH_HOST (optional, not in the config above): Hostname of the Memgraph databaseMEMGRAPH_PORT (optional, not in the config above): Port of the Memgraph databaseTARGET_REPO_PATH (optional, not in the config above): Path to the repository to analyze (auto-detected from working directory if not set)We don't run packages, so we can't list this server's tools.