memory for Windsurf

com.leapmemory/memory

Long-term memory for AI assistants. Isolated per-user storage, recall across conversations.

client:Windsurf transport:streamable-http

Install memory in Windsurf

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

{
  "mcpServers": {
    "memory": {
      "serverUrl": "https://api.leapmemory.com/mcp"
    }
  }
}

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