memtomem for Windsurf

io.github.memtomem/memtomem

Markdown-first long-term memory for AI agents. Hybrid BM25 + vector search, runs locally.

client:Windsurf transport:stdio runtime:pypi

Install memtomem in Windsurf

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

{
  "mcpServers": {
    "memtomem": {
      "command": "uvx",
      "args": [
        "memtomem"
      ]
    }
  }
}

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