Graph-Mem
Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.
Install
PyPIstdio
uvx graphmem-mcp Client config (Claude Desktop, Cursor, Windsurf and most MCP clients)
{
"mcpServers": {
"io-github-sathvik-1007-graphmem-mcp": {
"command": "uvx",
"args": [
"graphmem-mcp"
]
}
}
} Source: official MCP Registry record · registry name io.github.Sathvik-1007/graphmem-mcp · published 2026-07-21 · updated 2026-07-21. Not an endorsement; review the code before connecting it to anything sensitive.