semantic frame for Windsurf

io.github.anarkitty1/semantic-frame

Token-efficient semantic compression for numerical data. 95%+ token reduction.

client:Windsurf transport:stdio runtime:pypi

Install semantic frame in Windsurf

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

{
  "mcpServers": {
    "semantic-frame": {
      "command": "uvx",
      "args": [
        "semantic-frame"
      ]
    }
  }
}

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