Power your agent
The publisher's own URL. Not a PlugMCP endpoint.
Host a copy with our keys and logs.
https://benchgecko.ai/api/mcpThe Claude button above opens Claude with the name and URL filled in. You still confirm it there.
claude mcp add --transport http ai.benchgecko-benchgecko https://benchgecko.ai/api/mcpRun in a terminal.
{ "mcpServers": { "ai.benchgecko-benchgecko": { "command": "npx", "args": [ "-y", "mcp-remote", "https://benchgecko.ai/api/mcp" ] } }}claude_desktop_config.json
Remote URL or a command on your machine? How the two installs differ
Run on PlugMCP
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
LaunchFrom the publisher
Daily snapshots of the data BenchGecko collects and computes about the AI economy: model prices across providers, price changes, company figures with sources, developer attention (Mindshare), GPU rental prices and the results of BenchGecko's own model tests (Gecko Tests).
Files are refreshed every day by an automated job. Every day's version is in the git history, so the history of each file is a time series.
AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.
CC BY 4.0. Free to use, share and adapt, including commercially. Attribution required: "Source: BenchGecko" with a link to https://benchgecko.ai.
Cite as:
BenchGecko (2026). BenchGecko open datasets. https://github.com/BenchGecko/datasets · https://benchgecko.ai
Methodology for each test: https://benchgecko.ai/gecko-tests
Benchmark scores aggregated from third-party leaderboards are not redistributed here; see each leaderboard's own license.
© 2026 MCP Directory.
AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.
{ "mcpServers": { "ai.benchgecko-benchgecko": { "url": "https://benchgecko.ai/api/mcp", "headers": {} } }}Tools
No tool list yet. Remote servers get one after the first health check.
FAQ
Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
No required environment variable is listed on this record.
BenchGecko is reached over HTTP.
Last checked 2026-11-07. AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.