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Open Windsurf Settings, then Cascade, then MCP servers, and view the raw config. That opens ~/.codeium/windsurf/mcp_config.json:
Press the refresh button in the MCP panel (or restart Windsurf) to pick up the change. Cascade then has memloom’s tools; follow Verify it works.