hvilkenAI MCP Server

Daily Scandinavian AI language quality benchmark — Norwegian, Swedish, Danish.

What this does

hvilkenAI benchmarks AI models daily on practical Scandinavian language tasks. 12+ models are tested every day, selected from a pool of over 350 AI models available through OpenRouter. This MCP server lets AI assistants access fresh benchmark data directly.

Use cases:

"Which AI is best at Norwegian right now?"
"Compare GPT-4o vs Claude on Swedish"
"What's the cheapest model that handles Danish well?"
"Show me how Gemini has performed this week"

Available tools

get_daily_benchmark

Get today's benchmark results for AI models on Scandinavian languages.

Parameter	Type	Values	Default
`language`	string	`no`, `sv`, `da`	`no`
`tier`	string	`all`, `premium`, `midrange`, `budget`	`all`

Returns: Model rankings with scores, pricing, and speed. Free tier returns yesterday's top 3; Pro returns today's full list.

get_model_history

Track a specific model's performance over time.

Parameter	Type	Values	Default
`model_name`	string	Model name or partial match, e.g. `"Claude Sonnet"`, `"GPT-4o"`, `"gemini"`	(required)
`language`	string	`no`, `sv`, `da`	`no`
`days`	number	1–30 (free tier: max 3)	`7`

Returns: Daily scores and trends for the specified model.

get_orchestrator_ranking

Find the best model for AI agent orchestration and multi-agent systems.

Parameter	Type	Values	Default
`language`	string	`no`, `sv`, `da`	`no`

Returns: Models ranked by combined language quality and instruction-following ability.

get_recommendation

Get a model recommendation tailored to your specific needs and budget.

Parameter	Type	Values	Default
`use_case`	string	`writing`, `coding`, `research`, `agent`, `general`	`general`
`language`	string	`no`, `sv`, `da`	`no`
`budget`	string	`free`, `cheap`, `any`	`any`

Returns: Best model match with reasoning. Pro tier returns top 3 with full details.

get_weekly_summary

Get the weekly benchmark summary with trends and reliability analysis.

Parameter	Type	Values	Default
`language`	string	`no`, `sv`, `da`	`no`
`week`	string	Format `YYYY-WW`, e.g. `"2026-21"`	current week

Returns: Winner, most reliable model, and key observations for the week.

Quick start

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "hvilkenai": {
      "type": "streamablehttp",
      "url": "https://mcp.hvilkenai.no/mcp"
    }
  }
}

Claude Desktop supports OAuth 2.1 — you will be prompted to connect with free or Pro access when you first use the server.

Claude Code (CLI)

claude mcp add --transport http hvilkenai https://mcp.hvilkenai.no/mcp

Cursor / VS Code

{
  "mcpServers": {
    "hvilkenai": {
      "url": "https://mcp.hvilkenai.no/mcp"
    }
  }
}

Direct API

curl -X POST https://mcp.hvilkenai.no/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","method":"tools/list","id":1}'

Authentication

Free tier — no API key required:

24-hour delayed data
Top 3 models per language
100 requests/hour

Pro — requires API key (Bearer token):

Real-time data (updated daily at 07:30 CET)
All models, all languages
Historical data up to 30 days
Higher rate limits

Get an API key at hvilkenai.no/priser/

For Pro access, add your API key as a Bearer token:

{
  "mcpServers": {
    "hvilkenai": {
      "type": "streamablehttp",
      "url": "https://mcp.hvilkenai.no/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Example interaction

You: Which AI model is best at Norwegian today?

Claude (using hvilkenAI): Based on today's benchmark from hvilkenai.no, [model name] leads with a score of X.X, followed by...

About the benchmark

Updated daily at 07:30 CET
Three languages: Norwegian (Bokmål), Swedish, Danish
Practical tasks: Real-world language use, not academic tests
Broad coverage: 12+ models selected daily from over 350 AI models
Independent: No sponsorships, no affiliate deals
Proprietary methodology: Scoring uses a proprietary weighting system

Data source: hvilkenai.no

License

MIT

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