Polyglot AI Board

Read-only: which LLM is best in 7 languages (zh, ko, nb, de, nl, es, pt), from public benchmarks.

Should I use this

Quality & Safety

B
Description quality
93%
Schema completeness
53%
Naming quality
100%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~212Tokens (tool definitions)
~203 BTypical response size
Minimal attention impact (0.17% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "board": {
      "url": "https://polyglot-ai-board.vercel.app/api/mcp"
    }
  }
}

Remote endpoints

https://polyglot-ai-board.vercel.app/api/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢list_languages

List the 7 languages covered by the Polyglot AI Board with their codes.

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢get_top_pick(lang)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "lang": {
      "type": "string",
      "description": "Language code: zh, ko, nb, de, nl, es or pt"
    }
  },
  "required": [
    "lang"
  ]
}
🟢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.

Input Schema

{
  "type": "object",
  "properties": {}
}

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded3 tools