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AIData.Broker MCP Server

by aidata Your server? Claim it
not responding

AIData.Broker is listed as active in the registry but did not answer our last check. It exposes 10 tools.

Gets companies' data to the AI buyers that pay for it: prices, buyers, deals and a free valuation.

Uptime history 26 days of history · worst day 0%
26 days agonow
0.0%
Uptime 24h
0 of 92 checks
10
Tools
read from the server
99 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 9

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 18 October 2026. No other catalogue keeps this.

25 Oct 2 tools changed the parameters they ask for get_market_rates, search_prices
18 Oct 3 tool descriptions were rewritten check_software_terms, list_datasets, value_data
18 Oct 2 tools appeared find_lots, find_vendors
18 Oct 2 tools changed the parameters they ask for search_prices, value_data

AIData.Broker does not always answer

Over the last week it answered 0.0% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

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 5 min ago.

run in your terminal
claude mcp add market --transport http https://aidata.broker/mcp
Settings → Connectors → Add custom connector, then paste this address
https://aidata.broker/mcp
~/.codex/config.toml
[mcp_servers.market]
url = "https://aidata.broker/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "market": {
      "url": "https://aidata.broker/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "market": {
      "type": "http",
      "url": "https://aidata.broker/mcp"
    }
  }
}

Available tools 10

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

buyers
find_buyers
Organisations with a public way to sell them data, with their own published terms: what they want, what they pay, when they pay, who removes personal data, eligibility, and what they pay an introducer. Largest published figure first.
cases
search_cases
Lawsuits, rulings, settlements and regulatory actions over data used to train AI, with parties, claim, amounts, outcome, status and the source. Newest first.
datasets
list_datasets
Every table behind these tools as a CSV and JSON download (our compilation of the tables under CC BY 4.0; quotes keep their sources' terms, and article text is not covered), with row counts, review dates and the permanent copies with their DOIs.
deals
search_deals
Licences of data to AI companies disclosed since July 2023: licensor, licensee, content, use (training or display), term, value where disclosed, with a verbatim quote and the source. Newest first.
lots
find_lots
Every lot publicly on offer in the catalogues the lot index reads each day (companies' records, codebases, footage, speech, environments), in one vocabulary: kind, industry, years of history, systems, size, what its catalogue says about the rights and whether it is ready, each linked to its catalogue's own page. We have not checked any catalogue's claims. No holder is named. Longest history first.
market
get_market_rates
Median, middle half and range per comparable unit (per hour of video or audio, per image, per task, per company, per title, and more) for each kind of AI training data and each side of the market, computed from published prices. Without `kind`, returns every rate the evidence supports a median for.
prices
search_prices
The individual price observations behind the market rates: what a lab, vendor, marketplace or court said data was paid, offered, listed or sold for, with the figure as published, the figure per unit, the date, the source's own words and a link. Newest first.
software
check_software_terms
For a business system (Slack, Microsoft 365, Google Workspace, Salesforce, HubSpot, Zendesk, Zoom, GitHub, Notion and more): whether the holder can export its data, what the vendor's API terms say about training AI on data pulled through them, our reading of the content's rights risk, and the clauses word for word. Research from public sources, not legal advice. Without `system`, lists the systems on file.
value
value_data
What published prices imply for a holding of data: a low-to-high range in US dollars with the arithmetic behind it. Call it first with only `kind` to get the questions and their answer ids, ask the holder, then call again with `answers`. Questions not answered are taken at their defaults and marked as assumed. An indication, not an offer.
vendors
find_vendors
Vendors that sell training data, RL environments, evaluations, expert work or annotation to AI developers, each with what it says it sells and where its data comes from in its own words, and whether it says it pays holders for data. A to Z, not ranked.

Endpoints

URLTransportStateLatencyChecked
https://aidata.broker/mcp streamable-http answering 99 ms 5 min ago

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AIData.Broker — questions

Answers built from our own checks of this server.

What can AIData.Broker do?
It exposes 10 tools, read directly from the server on our last check. Among them: check_software_terms, find_buyers, find_lots, find_vendors, get_market_rates, list_datasets and 4 more. 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 AIData.Broker working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 0 of 92 checks got a reply (0.0%), average response time 99 ms. The bar chart above shows every period we have measured.
The registry lists AIData.Broker as active — why does it not respond?
The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.
How do I connect AIData.Broker?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does AIData.Broker need an API key?
No. AIData.Broker completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 10 of them are readable on this page. This is what we observed, not what the docs claim.