Graph-Mem for Claude Code

io.github.sathvik-1007/graphmem-mcp

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

client:Claude Code transport:stdio runtime:pypi

Install Graph-Mem in Claude Code

run in your project directory

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

Graph-Mem in other clients

Claude Desktop
Cursor
VS Code
Zed
Windsurf
Cline
Gemini CLI
Grok
LangChain

Graph-Mem MCP server