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AI Training Data Broker MCP server

Which MCP servers are AI Training Data Broker's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-29

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Whose server it is
  • Registry namecom.aitrainingdatabroker/mcpverified in the MCP registry

The registry name sits under aitrainingdatabroker.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-29
  • Stateanswerschecked 2026-10-29
  • Tools5
  • Server calls itselfaitrainingdatabroker
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-29 the server answered initialize and tools/list without a sign-in. First answer in 544 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: sell support ticket history with resolutions to AI labs; license team chat and CRM records as training data; sell recorded internal workflows as task runs.
  • Checked on 5 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 5, the first on 2026-10-29
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 5 so far
  • What an agent can do with it0 of 3 use cases
  • Answeredmeasuring5 of the 7 daily checks it takes to print a share
  • Median first answer521 ms
  • Space in an agent's context≈ 721 tokensthe definitions of all its tools (5), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 5 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • cannot · sell support ticket history with resolutions to AI labs
  • cannot · license team chat and CRM records as training data
  • cannot · sell recorded internal workflows as task runs

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers5 tools · read 2026-10-29
  • latest_posts

    The newest articles on the AI Training Data Broker blog, optionally only those for sellers (companies selling or licensing their data to AI labs) or buyers (labs sourcing licensed training data). Each result is a title, date, reading…

  • search_posts

    Search the AI Training Data Broker blog by topic, for example "what is my company data worth", "is it legal", "exclusive license", "RL data". Returns matching articles with a one-line summary and a link to the full article. Limitation…

  • get_post

    One article by slug (the last part of its URL) or its full URL: title, date, who it is for, the opening 120 words, the questions its FAQ answers, and a link to read the rest. Use it after a list or search result when the user wants to…

  • search

    Connector-style search over the blog. Returns ids for fetch. Prefer search_posts for a filtered list.

  • fetch

    Connector-style fetch of one article by the id from search. Same opening as get_post.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "aitrainingdatabroker": {
      "type": "http",
      "url": "https://aitrainingdatabroker.com/api/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http aitrainingdatabroker https://aitrainingdatabroker.com/api/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://aitrainingdatabroker.com/api/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.