io.github.Sathvik-1007/graphmem-mcpsearch

Graph-Mem

Verified · today

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

Install

claude mcp add graphmem-mcp -- uvx graphmem-mcp

Requires: GRAPHMEM_DB_PATH, GRAPHMEM_EMBEDDING_MODEL, GRAPHMEM_TRAVERSAL_NODE_BUDGET, GRAPHMEM_LOG_LEVEL

Our take

Graph-Mem offers persistent knowledge-graph memory with local semantic search, positioned for agents that need longer-lived context without external API dependencies. It is best suited to developers building local-first assistant workflows. The packaging is straightforward, but the 1-star footprint suggests an early-stage project with limited evidence of broad adoption.

reviewed by hand · 2026-07-22

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Verification record

last verified
today
github stars
1
last commit
today
archived
no
license
MIT
in registry since
2026-07-21

github.com/Sathvik-1007/GraphMem-MCP

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