AIData.Broker

broker.aidataPublished by aidata.brokerOfficial publisherv2026.10.28Updated Oct 29, 2026

Sells companies' data to AI labs for them: prices, buyers, deals, rulings and a free valuation.

VerifiedStreamable HTTPWeb executableFinanceData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

AIData.Broker gives an assistant published prices, buyers, deals and rulings on AI training data, plus a free valuation of a data holding.

What you can do
  • Look up market rates and the individual price observations behind them, with sources
  • Value a data holding as a low-to-high dollar range, with the arithmetic shown
  • Find buyers with published terms and vendors that sell training data
  • Browse lots on offer, disclosed licensing deals, and lawsuits or regulatory actions
  • Check what a business system's terms say about exporting data and training AI on it
  • Download the underlying tables as CSV or JSON
When to use it
Useful when someone asks what their company records, code, video, speech, images or other data might be worth to AI labs, who buys such data, how deals are priced, or what courts and regulators have said about training data.
Requirements
A remote streamable HTTP endpoint; no package, environment variables or headers are declared. No authentication is declared.
Before you install
The provider is itself a sell-side broker paid out of completed sales, and the valuation flow leads toward selling through it. Answers are research from public sources, not legal, tax or investment advice, and a valuation is arithmetic on public prices, not an offer. Figures come from six different sides of the market and should not be compared as one market.

Installation

In SourceWeft

  1. Open AIData.Broker in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/broker.aidata%2Fmarket/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "aidata-broker": {
      "type": "http",
      "url": "https://aidata.broker/mcp"
    }
  }
}

Tools

10

get_market_rates

Market rates for AI training data

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.

Parameterskindside

search_prices

Search published AI training data 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.

Parameterskindsidelimitquery

value_data

Value a holding of data from public prices

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.

Parameterskindrequiredanswers

find_buyers

Find buyers of a kind of AI training data

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.

Parameterskindlimitquery

find_vendors

Find companies that sell AI training data

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.

Parametersbuysfromlimitquerysells

find_lots

Find data on offer across brokers' catalogues

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.

Parameterskindlimitqueryrightsindustry

search_deals

Search disclosed AI data licensing 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.

Parametersuselimitquerysince

search_cases

Search lawsuits and rulings over AI training data

Lawsuits, rulings, settlements and regulatory actions over data used to train AI, with parties, claim, amounts, outcome, status and the source. Newest first.

Parameterskindlimitquery

check_software_terms

What a business system's terms allow for AI training data

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.

Parameterssystem

list_datasets

List the open 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.

Takes no parameters.

Version history

2
  1. v2026.10.28LatestOct 29, 2026
  2. v2026.10.14Oct 14, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.