BrandXpansion
2 servers on Official MCP Registry, Smithery, Glama and PulseMCP. Joined by verified domain evidence, never by name.
xpansion.dev
XFMS — Model Source
xpansion
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evaluators.
benchmarkcomparediscover+2Listed on MCP RegistryGlama+1 more
XFMS - Xpansion Framework Model Source
russ-mwq9
**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.
Listed on Smithery
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