mcpbeat Sign in

AI Benchmark Index MCP Server

by aibenchmarkindex Your server? Claim it
answering

AI Benchmark Index is answering right now. Last checked 6 min ago. It exposes 6 tools. Last commit 16 Oct 2026.

Search 264 AI benchmarks by category, with data sources and licences for each.

Uptime history 11 hours of history
11 hours agonow
100.0%
Uptime 24h
39 of 39 checks
6
Tools
read from the server
743 ms
Response time
average over 24h
0
Stars
last commit 16 Oct 2026

Nothing serious here today

Today is the operative word: we check AI Benchmark Index every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 6 min ago.

run in your terminal
claude mcp add directory --transport http https://aibenchmarkindex.com/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "directory": {
      "url": "https://aibenchmarkindex.com/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.directory]
url = "https://aibenchmarkindex.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "directory": {
      "url": "https://aibenchmarkindex.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "directory": {
      "url": "https://aibenchmarkindex.com/mcp"
    }
  }
}

Available tools 6

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

categories
list_categories
List categories with their benchmark counts.
listing
get_listing
Get one published benchmark by its slug.
listings
search_listings
Search published benchmarks by text, place and category.
places
list_places
List countries, regions and cities that have benchmarks.
sources
list_sources
List where the benchmark data comes from, with the license and refresh of each source.
stats
get_stats
Get the number of published benchmarks, places and categories, and when the data last changed.

Endpoints

URLTransportStateLatencyChecked
https://aibenchmarkindex.com/mcp streamable-http answering 302 ms 6 min ago

Alternatives to AI Benchmark Index

same job, measured the same way
Kpi Depot
by kpidepot

Search 20,000+ corporate KPIs and 30,000+ source-attributed industry benchmarks with definitions

3 tools answering
Shipstry Launch Data
by shipstry

Weekly product launch data from Shipstry: launches, winners, and category benchmarks.

7 tools answering
ToolNav AI
by toolnav

Search AI tools, browse categories and read tool details with source links. Free, read-only access.

3 tools answering
The AI Tools Index
by theaitoolsindex

AI tools filed by category, with real launch dates and revenue verified through Stripe.

6 tools answering
Evidence
by titratelab

Find lab-report identities and clinical research with dated sources and evidence limitations.

answering
Hr Compensation MCP Server
by thenextgennexus

Search H1B visa salaries, salary benchmarks, and job market data

17 installs/wk local only
A
API Sorties MCP
by mabari2505

Search French events and things to do, built for AI agents — geo, city, date, category filters.

19 installs/wk local only
Kleinanzeigen Agent
by kleinanzeigen-agent

Live kleinanzeigen.de search, ad, seller, category and location data for AI clients

answering

AI Benchmark Index — questions

Answers built from our own checks of this server.

What can AI Benchmark Index do?
It exposes 6 tools, read directly from the server on our last check. Among them: get_listing, get_stats, list_categories, list_places, list_sources, search_listings. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is AI Benchmark Index working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 39 of 39 checks got a reply (100.0%), average response time 743 ms. The bar chart above shows every period we have measured.
How do I connect AI Benchmark Index?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does AI Benchmark Index need an API key?
No. AI Benchmark Index completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 6 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is AI Benchmark Index?
It answers our handshake in 743 ms on average, which is faster than 12% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is AI Benchmark Index open source?
Yes — it is published under the MIT licence, written in TypeScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.