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mcp/harbor
Verified official

Graph-Mem MCP

v1.0.0

io.github.sathvik-1007/graphmem-mcp

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

transport:stdio runtime:pypi
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Target client

run in your project directory

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

claude mcp add graphmem-mcp -e GRAPHMEM_DB_PATH=<GRAPHMEM_DB_PATH> -e GRAPHMEM_EMBEDDING_MODEL=<GRAPHMEM_EMBEDDING_MODEL> -e GRAPHMEM_TRAVERSAL_NODE_BUDGET=<GRAPHMEM_TRAVERSAL_NODE_BUDGET> -e GRAPHMEM_LOG_LEVEL=<GRAPHMEM_LOG_LEVEL> -- uvx graphmem-mcp

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs

This listing does not declare its tools. Connect the server and your client will discover them on the handshake.