Connects your MCP client to the XFMS model recommendation engine at xfms.xpansion.dev. Exposes five tools: rank returns a scored shortlist of LLMs with rationale, pick gives you the single best match, discover infers which quality dimensions matter for your task without ranking, and compare/benchmark run live A/B tests against real models through OpenRouter. The engine aggregates eight benchmark sources, normalizes scores, and weights dimensions based on your stated purpose. The first three tools are free with no key required. Compare and benchmark need your OpenRouter API key passed as an X-OpenRouter-Key header since they actually run test queries against production models. Useful when you're tired of guessing which model to use for a specific task and want evidence instead of vibes.
claude mcp add --transport http visionairyse-xfms https://xfms.vercel.app/mcp/