io.github.Sathvik-1007

graphmem-mcp

Graph-Mem

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

stdiocommunityinfra

Package Details

graphmem-mcp

1.0.0•https://pypi.org/project/graphmem-mcp
Transportstdio

Environment Variables

GRAPHMEM_DB_PATH

Path to the SQLite database file. Defaults to .graphmem/graph.db relative to the working directory.

GRAPHMEM_EMBEDDING_MODEL

sentence-transformers model ID used for semantic search. Defaults to all-MiniLM-L6-v2, downloaded on first use.

GRAPHMEM_TRAVERSAL_NODE_BUDGET

Maximum entities visited by a single graph traversal. Defaults to 5000.

GRAPHMEM_LOG_LEVEL

Logging verbosity: DEBUG, INFO, WARNING, ERROR, or CRITICAL. Defaults to WARNING.