Skip to content
mcp/harbor
Windsurf

memograph for Windsurf

io.github.indhar01/memograph

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

client:Windsurf transport:stdio runtime:pypi

Install memograph in Windsurf

~/.codeium/windsurf/mcp_config.json · windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

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

Global only — Windsurf has no per-project MCP config. Refresh Cascade after saving. Windsurf docs

memograph in other clients

memograph MCP server