AI Benchmark Index

About

Connects to the AI Benchmark Index, a catalog of AI and LLM benchmarks with source-linked facts about data, grading and reported scores. You can search benchmarks by text, place and category, fetch a single record, and see where the data comes from along with each source's licence.

It runs as a hosted Streamable HTTP endpoint at https://aibenchmarkindex.com/mcp. No sign-in or API key is needed. Results include attribution and source licence information, which should be kept when reusing the data.

What you can do

• Search benchmarks by text, category and place
• Get a full benchmark record by slug
• List categories with benchmark counts
• List places that have benchmarks
• View index statistics and last data change
• List data sources with licence and refresh info

Tools 6

• search_listingsRead-only

  Search published benchmarks by text, place and category.

• get_listingRead-only

  Get one published benchmark by its slug.

• list_placesRead-only

  List countries, regions and cities that have benchmarks.

• list_categoriesRead-only

  List categories with their benchmark counts.

• get_statsRead-only

  Get counts of benchmarks, places and categories, and when data last changed.

• list_sourcesRead-only

  List data sources with the licence and refresh of each.

Read from the live server on 24 Oct 2026. Read-only, Writes and Can delete are hints the server declares; your client decides whether to ask before running a tool.

Example prompts

• Find agent benchmarks in the AI Benchmark Index.

• Show details for the AgentDojo benchmark, including its data licence.

• Which categories have the most AI benchmarks?

• Where does the benchmark data come from and under what licences?

Set up

Every client connects to aibenchmarkindex.com. Pick yours; the page remembers your choice.

claude mcp add --transport http ai-benchmark-index https://aibenchmarkindex.com/mcp

https://aibenchmarkindex.com/mcp

{
  "mcpServers": {
    "ai-benchmark-index": {
      "url": "https://aibenchmarkindex.com/mcp"
    }
  }
}

code --add-mcp '{"name":"ai-benchmark-index","type":"http","url":"https://aibenchmarkindex.com/mcp"}'

{
  "servers": {
    "ai-benchmark-index": {
      "type": "http",
      "url": "https://aibenchmarkindex.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "ai-benchmark-index": {
      "serverUrl": "https://aibenchmarkindex.com/mcp"
    }
  }
}

codex mcp add ai-benchmark-index --url https://aibenchmarkindex.com/mcp

[mcp_servers.ai-benchmark-index]
url = "https://aibenchmarkindex.com/mcp"

gemini mcp add --transport http ai-benchmark-index https://aibenchmarkindex.com/mcp

{
  "mcpServers": {
    "ai-benchmark-index": {
      "type": "http",
      "url": "https://aibenchmarkindex.com/mcp"
    }
  }
}

Embed

Show AI Benchmark Index in a README or on your site. Each embed links to this page, uses the server’s own URL, and sets no cookies. How embeds work

The card, the iframe and the JSON are in English. Add ?lang=it, fr, de or es to their address for another language.

README badge Website card iframe JSON AI prompt

README badge

Markdown

[![AI Benchmark Index on mcp.tc](https://mcp.tc/i/ai-benchmark-index/badge.svg)](https://mcp.tc/i/ai-benchmark-index)

HTML

<a href="https://mcp.tc/i/ai-benchmark-index"><img src="https://mcp.tc/i/ai-benchmark-index/badge.svg" alt="AI Benchmark Index on mcp.tc" height="20"></a>

It follows the reader’s light or dark mode. Add ?theme=light or ?theme=dark to fix it, or ?style=compact to show the mark without the word.

Website card

HTML

<script src="https://mcp.tc/w/ai-benchmark-index.js" async></script>

The card appears where the tag is. Add data-theme="dark" or data-size="compact" to the tag to change it. The file holds everything it needs, so it makes no other requests and sets no cookies.

iframe

HTML

<iframe src="https://mcp.tc/embed/ai-benchmark-index" title="AI Benchmark Index on mcp.tc" width="420" height="200" loading="lazy" allow="clipboard-write" style="border:0;border-radius:8px;max-width:100%"></iframe>

Use it on pages that don’t allow scripts. Add ?theme=light or ?theme=dark to the address to fix the colors.

JSON

The listing as data for your own pages and tools: name, tagline, the server’s own URL, tools and the “Add to” links. Any site can read it (CORS is open).

https://mcp.tc/i/ai-benchmark-index.json

What each field means

AI prompt

Paste this into an AI coding assistant, such as Claude Code or Cursor, and it adds the AI Benchmark Index card to your site.

Markdown

Add the mcp.tc card for AI Benchmark Index, an MCP server, to my website. It is one static script: no build step, no package to install, no cookies.

Put this tag where the card should appear. The card renders right before it:

```html
<script src="https://mcp.tc/w/ai-benchmark-index.js" async></script>
```

To show the card somewhere else, put this placeholder there and load the same script once, for example before `</body>`. Keep the link inside: visitors without JavaScript see it.

```html
<div data-mcptc="ai-benchmark-index"><a href="https://mcp.tc/i/ai-benchmark-index">AI Benchmark Index on mcp.tc</a></div>
```

Options:
- `data-theme="light"` or `"dark"` on the tag or the placeholder fixes the colors. Without it, the card follows the visitor’s light or dark mode.
- `data-size="compact"` gives a smaller card without the tagline.
- The CSS variable `--mcptc-max-width` on the placeholder or a parent sets the width (default `520px`).
- `?lang=` on the script URL sets the card’s language: `en`, `it`, `fr`, `de` or `es`.

If the site has a Content Security Policy, allow `script-src https://mcp.tc` and `img-src data:` (the icon is inline).

For a README or other Markdown docs, use the badge instead:

```markdown
[![AI Benchmark Index on mcp.tc](https://mcp.tc/i/ai-benchmark-index/badge.svg)](https://mcp.tc/i/ai-benchmark-index)
```

Reference: https://mcp.tc/embed

Change history

We read this server’s tool list every 3 hours and record what changes. Last read 25 Oct 2026, 05:36 UTC.

1. 21 Oct 2026, 16:46 UTC, Automatic check

   Server instructions changed.

   New server instructions

   Details, 21 Oct 2026, 16:46 UTC

   Server instructions

   Before

   AI Benchmark Index lists benchmarks. Call list_places and list_categories first to learn the place and category slugs. Then call search_listings, and get_listing for one record. Every result has meta.attribution and meta.sources. Show the credit line, and keep the license of each source. A benchmark is a record, not an endorsement.

   After

   AI Benchmark Index lists benchmarks. Call list_places and list_categories first to learn the place and category slugs. Then call search_listings, and get_listing for one record. Every result has meta.attribution and meta.sources. Show the credit line, and keep the license of each source. A benchmark is a record, not an endorsement. With a service token in the Authorization header, tools/list also offers the write tools that the token's scopes allow.

2. 20 Oct 2026, 22:38 UTC, Automatic check

   Server instructions changed.

   New server instructions

   Details, 20 Oct 2026, 22:38 UTC

   Server instructions

   Before

   AI Benchmark Index lists benchmarks. Call list_places and list_categories first to learn the place and category slugs. Then call search_listings, and get_listing for one record. Every result has meta.attribution and meta.sources. Show the credit line, and keep the license of each source. A benchmark with indexable false is public data. Its page is kept out of search engines. A benchmark is a record, not an endorsement.

   After

   AI Benchmark Index lists benchmarks. Call list_places and list_categories first to learn the place and category slugs. Then call search_listings, and get_listing for one record. Every result has meta.attribution and meta.sources. Show the credit line, and keep the license of each source. A benchmark is a record, not an endorsement.

3. 16 Oct 2026, 04:20 UTC, Automatic check

   Tracking started: 6 tools.

FAQ