Memory OS AI for Windsurf

io.github.romainsantoli-web/memory-os-ai

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

client:Windsurf transport:stdio runtime:pypi

Install Memory OS AI in Windsurf

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

{
  "mcpServers": {
    "memory-os-ai": {
      "command": "uvx",
      "args": [
        "memory-os-ai"
      ]
    }
  }
}

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