Graph-Mem

Indexed by io.github.Sathvik-1007

About

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

Use this server

Add it to your MCP client. The catalogue lists this config verbatim from its source — it does not run, download, or vouch for the server. Review the command before you run it.

Transportstdio (runs a local command)

Env varsGRAPHMEM_DB_PATH GRAPHMEM_EMBEDDING_MODEL GRAPHMEM_TRAVERSAL_NODE_BUDGET GRAPHMEM_LOG_LEVEL

Claude Code

claude mcp add --env GRAPHMEM_DB_PATH= --env GRAPHMEM_EMBEDDING_MODEL= --env GRAPHMEM_TRAVERSAL_NODE_BUDGET= --env GRAPHMEM_LOG_LEVEL= graphmem-mcp -- uvx graphmem-mcp

Cursor

Add to Cursor

If the button doesn't open Cursor, use the JSON below — Cursor accepts the same mcpServers config.

VS Code

code --add-mcp '{"name":"graphmem-mcp","command":"uvx","args":["graphmem-mcp"],"env":{"GRAPHMEM_DB_PATH":"","GRAPHMEM_EMBEDDING_MODEL":"","GRAPHMEM_TRAVERSAL_NODE_BUDGET":"","GRAPHMEM_LOG_LEVEL":""}}'

JSON

{
  "mcpServers": {
    "graphmem-mcp": {
      "command": "uvx",
      "args": [
        "graphmem-mcp"
      ],
      "env": {
        "GRAPHMEM_DB_PATH": "",
        "GRAPHMEM_EMBEDDING_MODEL": "",
        "GRAPHMEM_TRAVERSAL_NODE_BUDGET": "",
        "GRAPHMEM_LOG_LEVEL": ""
      }
    }
  }
}

Environment variables are listed by name only — fill in your own values. Entries never carry secrets.