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AI Training Data Broker

com.aitrainingdatabroker/mcpaitrainingdatabroker.comstreamable-httpv1.0.0Scanned

Guidance on selling or licensing company data to AI labs: deal steps, de-identification, compliance.

5 tools: 1 change things and 4 only read.

Tools: 0 delete, 0 irreversible, 1 write, 4 read.
  • Reads private data · 0
  • Reads text others write · 2
  • Can send data out · 1
  • 1 finding

Anlyon alternative

1 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

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Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

5 tools

Changes things 1Claude Code: ask
  • latest_postsThe 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 …Can send data out1 finding

    Why it is in this group

    • The name "latest_posts" says "post": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    What it can reach

    • outboundThe name "latest_posts" says "post": it sends or publishes something to other people.

    Findings

    • Warn

      The server marks "latest_posts" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}; The name "latest_posts" says "post": a word for a change.

      What this check looks for
    Description, as the server wrote it
    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 time, one-line summary and a link to the full article. Limitation: at most 10 per call, newest first.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
    • title: Latest articles
Only reads 4Show 4 read-only tools
  • fetchConnector-style fetch of one article by the id from search.No findings

    Why it is in this group

    • The name "fetch" says "fetch": a word for reading.
    Description, as the server wrote it
    Connector-style fetch of one article by the id from search. Same opening as get_post.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
    • title: Fetch (connector)
  • get_postOne 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.Reads text others writeNo findings

    Why it is in this group

    • The name "get_post" says "get": a word for reading.

    What it can reach

    • untrusted-inputThe name "get_post" says "get" and "post": it reads posts, which other people can write.
    • untrusted-inputThe description's first sentence says "url": it reads web pages, which anyone can write.
    Description, as the server wrote it
    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 know what an article says. Limitation: returns the opening, not the full text; the full article and its answers are on the linked page.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
    • title: Read an article
  • search_postsSearch the AI Training Data Broker blog by topic, for example "what is my company data worth", "is it legal", "exclusive license", "RL data".Reads text others writeNo findings

    Why it is in this group

    • The name "search_posts" says "search": a word for reading.

    What it can reach

    • untrusted-inputThe name "search_posts" says "search" and "post": it reads posts, which other people can write.
    Description, as the server wrote it
    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: plain word matching in English, at most 10 results.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
    • title: Search articles

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data.

Reads private data0
Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write2
Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Can send data out1
Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Findings

Matches of fixed checks, with the text they matched.

1 warn
  • Warnlatest_posts

    The server marks "latest_posts" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}; The name "latest_posts" says "post": a word for a change.

    What this check looks for

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

All changes to this server

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

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

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__aitrainingdatabroker__search_posts",
      "mcp__aitrainingdatabroker__get_post",
      "mcp__aitrainingdatabroker__search",
      "mcp__aitrainingdatabroker__fetch"
    ],
    "ask": [
      "mcp__aitrainingdatabroker__latest_posts"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as aitrainingdatabroker. Review it before you use it.

Capability tags behind 3 rules
  • mcp__aitrainingdatabroker__latest_posts outbound
  • mcp__aitrainingdatabroker__search_posts untrusted-input
  • mcp__aitrainingdatabroker__get_post untrusted-input

Pin

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/com.aitrainingdatabroker/mcp/verify?hash=c1d480caa14984b706680f25a3bf61b98ef410f1c056109085d49d8af6bdcf64" | jq -e '.changed == false'

Pinned hash c1d480caa149, from Oct 27, 2026, 20:17 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/com.aitrainingdatabroker/mcp/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Badge

anlyon.dev badge for com.aitrainingdatabroker/mcp
[![anlyon.dev](https://anlyon.dev/badge/com.aitrainingdatabroker/mcp.svg)](https://anlyon.dev/servers/com.aitrainingdatabroker/mcp)

Source: MCP Registry. Synced Oct 27, 2026, 20:17 UTC.