XFMS - Xpansion Framework Model Source

https://server.smithery.ai/russ-mwq9/xfms/mcp

● healthy

**Pick the right LLM for any task.** XFMS infers which quality in its catalog against those dimensions, and returns a ranked shortlist with plain-English rationale per pick. The catalog updates continuously from **8 independent third-party evaluators** — no provider self-reports, no single-source benchmarks. Missing data is recorded as missing, not interpolated. **Three tools:** - `rank` — ranked shortlist with weights and rationale - `pick` — single best pick - `discover` — which quality dimensions matter, without ranking **No OpenRouter key needed.** The hosted endpoint covers inference; you only need a free XFMS access token from [xpansion .dev/xfms/get-started](https://xpansion.dev/xfms/get-started). Part of the [Xpansion Framework](https://xpansion.dev) — an enforcement layer for AI-assisted work.

Transport

streamable-http

Auth

smithery_api_key

Cost

—

How to connect

MCP endpoint (streamable-http)

https://server.smithery.ai/russ-mwq9/xfms/mcp

JSON-RPC initialize probe

curl -X POST https://server.smithery.ai/russ-mwq9/xfms/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'

Homepage

https://xpansion.dev/xfms

Listed at (smithery)

https://xpansion.dev/xfms