Read-only: which LLM is best in 7 languages (zh, ko, nb, de, nl, es, pt), from public benchmarks.
Scored across 3 tools
The three tools have clearly distinct purposes: retrieving top picks for a language, listing supported languages, and listing paid products. There is no overlap in functionality, so an agent can easily select the right tool.
All tool names use snake_case with a consistent verb_noun pattern (get_*, list_*). The verbs are standard and predictable, making the naming highly consistent.
With only 3 tools, the server is minimal but each tool serves a distinct purpose. While it's on the lower end of the typical range, it is not excessively thin for a simple informational board.
The tools cover the core board functionality: discovering languages, getting top picks, and accessing products. Minor gaps exist, such as no tool to retrieve all top picks in a single call or to get detailed benchmark/model information.
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.
Inputs: lang (required).
List the 7 languages covered by the Polyglot AI Board with their codes.
Inputs: no named parameters.
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.
Inputs: no named parameters.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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LLM rankings from public benchmarks, model comparisons and source-linked results. Updated daily.
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons.
Daily LLM leaderboard from independent benchmarks: ranks, scores, prices, speed and comparisons.
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