Context Engine for Windsurf

io.github.melonelish/context-engine

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

client:Windsurf transport:stdio runtime:pypi

Install Context Engine in Windsurf

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

{
  "mcpServers": {
    "context-engine": {
      "command": "uvx",
      "args": [
        "melonelish-context-engine"
      ]
    }
  }
}

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