Memory Fabric for Windsurf

io.github.elvirafa/memory-fabric

File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.

client:Windsurf transport:stdio runtime:pypi

Install Memory Fabric in Windsurf

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

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

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