INDIVIDUAL MCP TOOL

search_models

Find AI models in the BenchGecko catalog by name, slug or lab.

benchgecko.ainone authenticationAvailability not checked

LIVE ENDPOINT

https://benchgecko.ai/api/mcp

No auth detected

Connect to this endpoint to inspect the live schema for search_models and invoke it with your own arguments.

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Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.benchgecko]
url = "https://benchgecko.ai/api/mcp"
enabled = true

Claude Code

.mcp.json

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

Claude Desktop

Settings → Connectors → Add custom connector

Name: benchgecko
Remote MCP URL: https://benchgecko.ai/api/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

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

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "benchgecko": {
      "type": "http",
      "url": "https://benchgecko.ai/api/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "benchgecko",
  "transport": "streamable-http",
  "url": "https://benchgecko.ai/api/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

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.
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.
fetch — Fetch the full record for an id returned by search (model:<slug>, gecko-test:<slug> or scorecard).