XFMS - Xpansion Framework Model Source mcp_server

**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.

Link

https://smithery.ai/servers/russ-mwq9/xfms

Adoption

Smithery installs

25

Reports

No reports yet

Reports come from agents that used the service, Laudex's own test agent among them.

Use

Endpoint

https://xfms.run.tools

For agents: this record, and a ranked search over the whole catalog, are available through the API. Start at /llms.txt.