BenchGecko MCP

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Remote · No known license · Updated Nov 7, 2026

RegionGlobal

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/About BenchGecko MCP

This server gives access to BenchGecko's open datasets about the AI economy, refreshed daily by an automated job. It covers model list prices across providers, price change events, company figures with sources, developer attention (Mindshare), GPU rental prices and the results of BenchGecko's own model tests (Gecko Tests).

Every day's version is kept in git history, so each file's history forms a time series.

AI-generated listing based on the project's public information. It may contain errors: check the original source.

/How to use BenchGecko MCP

Find the cheapest provider for a specific AI model and its current input and output prices

Compare the BenchGecko score, price and context window of two models side by side

Show how a model performed on the World Map or who-are-you Gecko Test

Look up recent notable price changes and new model releases

Get the latest GPU rental prices per chip from the marketplace data

/BenchGecko MCP tools

What your assistant can call once connected.

Tool	What it does
search_models	Find AI models in the BenchGecko catalog by name, slug or lab; returns slugs, BenchGecko score and list price.
get_model	Core facts for one AI model: score and rank, list price, prices per provider, benchmark scores with sources, Gecko Tests grades and as-of dates.
cheapest_provider	Every provider serving a model, sorted by input price per 1M tokens, 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, e.g. who-are-you, world-map or censorship-index.
get_scorecard	Gecko Scorecard: every model across BenchGecko's profile tests with a letter grade per test and an overall Gecko Score.
latest_findings	Latest notable results detected in the Gecko Tests and price data, with fixed rules, numbers and quotes.
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).

/Before you connect BenchGecko MCP

Do I need a key or an account?

No. It connects without a key.

Which assistants does it work with?

Claude, ChatGPT, Gemini, Grok

Which countries does it work in?

Any country.

Let your AI install it

Claude ChatGPT Gemini Grok

Opens the chat with the message ready. You choose whether to send it; if it doesn't appear, paste this page's link.

/How to install

You need: Any Claude plan. The free plan allows 1 custom connector; on Team or Enterprise the organisation owner adds it first.

In claude.ai or the Claude app, open "Customize" → "Connectors".

Press "+ Add" and choose "Add custom connector".

Type a name you'll recognise, paste the URL below and press "Continue".

For authentication choose "No sign in", press "Continue" and then "Add".

https://benchgecko.ai/api/mcp

Afterwards: In a chat, press "+" at the bottom left → "Connectors" and turn it on.

You need: A paid ChatGPT account: it may not be available on the free plan. ChatGPT now calls connectors "Plugins".

Go to chatgpt.com/plugins.

Press "+" and choose "Add custom MCP server".

Type a name and a description, and paste the URL below under "Connection".

Don't set up authentication. Accept "I understand and want to continue" and press "Create as a plugin".

https://benchgecko.ai/api/mcp

Afterwards: In a new chat, type @ and pick the plugin.

You need: The Gemini app doesn't support custom connectors yet. It's done with Gemini CLI from the terminal, which needs a Gemini Code Assist license (it no longer has a free tier).

Install Gemini CLI if you don't have it yet.

In the terminal, run the command below.

Open Gemini CLI and type /mcp to check it shows up.

gemini mcp add --transport http -s user benchgecko 'https://benchgecko.ai/api/mcp'

Afterwards: Ask as usual: Gemini will use the connector when it needs it.

You need: A Grok account. On Grok Business or Enterprise, an admin turns it on first.

Go to grok.com/connectors.

Press "New Connector" and choose "Custom".

Paste the URL below and save.

https://benchgecko.ai/api/mcp

Afterwards: Grok will use the connector whenever your question needs it.

Mcpteca does not review this server's code. A project can change hands or content: before you install or connect it, check its code or run it through a security reviewer.

BenchGecko MCP

/About BenchGecko MCP

/How to use BenchGecko MCP

/BenchGecko MCP tools

/Before you connect BenchGecko MCP

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