Adaptive Memory Graph for Windsurf

io.github.raskolnikovdd/adaptive-memory-graph

Persistent memory for Claude via weighted, interconnected knowledge nodes.

client:Windsurf transport:stdio runtime:pypi

Install Adaptive Memory Graph in Windsurf

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

{
  "mcpServers": {
    "adaptive-memory-graph": {
      "command": "uvx",
      "args": [
        "adaptive-memory-graph"
      ]
    }
  }
}

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