All servers · Maps, location & weather · Markets & trading · Research & knowledge

BenchGecko

ai.benchgecko/benchgecko · v1.0.0

Measured by MCP Station

Description written by the publisher, not verified

AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.

Connect

claude mcp add --transport http benchgecko https://benchgecko.ai/api/mcp

{
  "mcpServers": {
    "benchgecko": {
      "url": "https://benchgecko.ai/api/mcp"
    }
  }
}

Tools as reported by the server

• search_models
  Find AI models in the BenchGecko catalog by name, slug or lab. Returns slugs to use with get_model, cheapest_provider and compare_models, with BenchGecko score and list price.
• get_model
  Core facts for one AI model: BenchGecko score and rank, list price, price at every provider, benchmark scores with their original sources, Gecko Tests grades and as-of dates.
• cheapest_provider
  Every provider serving a model, sorted by input price per 1M tokens (refreshed daily from provider endpoints), with output price, quantization and 1 day uptime.
• compare_models
  Side by side: BenchGecko score, list price, cheapest provider, context window, shared benchmark scores and Gecko Tests grades for two models.
• get_gecko_test
  Results of one of BenchGecko's own tests (own measurements, CC BY 4.0): who-are-you (Does the model know which lab made it?) world-map (How well does the model draw the world map from memory?) censorship-index (How often does the model refuse legitimate questions?) knowledge-horizon (Where does the
• get_scorecard
  BenchGecko Gecko Scorecard: every model across BenchGecko's own profile tests with a letter grade per test and an overall Gecko Score (behavior, not intelligence).
• latest_findings
  Latest notable results detected in the Gecko Tests and price data (fixed rules, numbers and quotes from stored results).
• search
  Search BenchGecko models and Gecko Tests. Returns ids for fetch.
• fetch
  Fetch the full record for an id returned by search (model:<slug>, gecko-test:<slug> or scorecard).

Repository · Website · JSON · Text for agents · Registry updated 2026-10-05