Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.
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process.env. You'll be asked to provide them before it can run.WINDSURF_API_KEY— The server auto-extracts the API key from your local Windsurf installation. You can also use the extract_windsurf_key MCP tool after setup, or set manually.WS_APP_VER— 1.48.2 Windsurf app version (protocol metadata)WS_LS_VER— 1.9544.35 Windsurf language server version (protocol metadata)WS_MODEL— MODEL_SWE_1_6_FAST Windsurf model nameXDG_CONFIG_HOME[](https://m8ven.ai/mcp/sammysnake-d-fast-context-mcp-9g8fzi)