memograph

Indexed by io.github.Indhar01

About

Graph-based memory system for LLMs with knowledge graphs and semantic search.

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 varsMEMOGRAPH_VAULT MEMOGRAPH_READONLY MEMOGRAPH_PROVIDER MEMOGRAPH_MODEL ANTHROPIC_API_KEY OPENAI_API_KEY OLLAMA_HOST

Claude Code

claude mcp add --env MEMOGRAPH_VAULT= --env MEMOGRAPH_READONLY= --env MEMOGRAPH_PROVIDER= --env MEMOGRAPH_MODEL= --env ANTHROPIC_API_KEY= --env OPENAI_API_KEY= --env OLLAMA_HOST= memograph -- uvx memograph

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":"memograph","command":"uvx","args":["memograph"],"env":{"MEMOGRAPH_VAULT":"","MEMOGRAPH_READONLY":"","MEMOGRAPH_PROVIDER":"","MEMOGRAPH_MODEL":"","ANTHROPIC_API_KEY":"","OPENAI_API_KEY":"","OLLAMA_HOST":""}}'

JSON

{
  "mcpServers": {
    "memograph": {
      "command": "uvx",
      "args": [
        "memograph"
      ],
      "env": {
        "MEMOGRAPH_VAULT": "",
        "MEMOGRAPH_READONLY": "",
        "MEMOGRAPH_PROVIDER": "",
        "MEMOGRAPH_MODEL": "",
        "ANTHROPIC_API_KEY": "",
        "OPENAI_API_KEY": "",
        "OLLAMA_HOST": ""
      }
    }
  }
}

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