Polyglot AI Board
mcp remote · streamable-http · v1.0.0 · source: crawl
https://polyglot-ai-board.vercel.app/api/mcp
Read-only: which LLM is best in 7 languages (zh, ko, nb, de, nl, es, pt), from public benchmarks.
Works
100
Verified Oct 31, 2026 · p50 509 ms · p95 634 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'polyglot-ai-board' |
| tools_listed | 15 | pass | 3 tools |
| schema_complete | 15 | pass | 3 of 3 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 509 ms |
| latency_p95 | 5 | pass | p95 634 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (3)
| Name | Description | Schema |
|---|---|---|
list_products | Paid data packs for agents (model picker, eval suites, false friends, per-language packs) with prices and Vermarco buy links, plus the x402 pay-per-call API. | typed |
list_languages | List the 7 languages covered by the Polyglot AI Board with their codes. | typed |
get_top_pick | Free: the board's current top LLM pick and best open-weights pick for one language, with the public benchmark source it is based on. | typed |
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[](https://app.agent-xm.com/a/app-vercel-polyglot-ai-board-board)
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