QAmcp

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Directory / AI Training Data Broker

AI Training Data Broker

Q: Is AI Training Data Broker MCP server safe?

QAmcp's test on 28 Oct 2026: No hidden instructions were found in its tool descriptions. Its error messages showed no secrets or internal details. All 5 of its tools are labeled read-only. Overall it scored 91/100 on 28 Oct 2026. A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

by aitrainingdatabroker.com · https://aitrainingdatabroker.com/api/mcp

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

5 tools✓ all read-only✓ no account neededPricing: not listed

Visit website

91 /100

PASS · WITH NOTES

12 of 12 checks · 28 Oct 2026

Is AI Training Data Broker MCP server safe?

No hidden instructions were found in its tool descriptions.
Its error messages showed no secrets or internal details.
All 5 of its tools are labeled read-only.
Overall it scored 91/100 on 28 Oct 2026.

A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

What it can do

5 tools, in the server's own words.

latest_postsread-only

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 (la…

search_postsread-only

Search the AI Training Data Broker blog by topic, for example "what is my company data worth", "is it legal", "exclusive license", "RL data".

get_postread-only

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…

searchread-only

Connector-style search over the blog.

fetchread-only

Connector-style fetch of one article by the id from search.

Test results

Safe mode: only tools labeled read-only were run. How the test works

!
Ready for the newest MCP version
1 warning
- !Uses an older MCP version (2025-06-18). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
note
!
Bad inputs give a clean error
3 warnings
- !latest_posts: Accepted wrong type for "audience" without complaining
- !search: Accepted missing required input "query" without complaining
- !search: Accepted wrong type for "query" without complaining
- and 6 more
note
!
Follows MCP best practices (not scored yet)
1 tip (not scored)
- !Very common tool names: search, fetch. Next to other servers' tools the AI may mix them up; a short prefix helps (like "github_search" instead of "search").
note
✓
ConnectsConnected in 767 ms
pass
✓
Lists its toolsFound 5 tools
pass
✓
Every tool is describedAll 5 tools and their inputs are described
pass
✓
Tools are labeled safe or dangerousEvery tool has a safety label
pass
✓
No hidden instructionsNo hidden instructions found in tool descriptions
pass
✓
Tools work with good inputs
All good
- ✓latest_posts: Worked (157 ms)
- ✓search_posts: Worked (143 ms)
- ✓get_post: Answered with an error, probably because of our sample input: No published article with that slug.
- ✓search: Worked (132 ms)
- ✓fetch: Answered with an error, probably because of our sample input: Nothing found for that id.
pass
✓
Tools work togethersearch → fetch: fetch found what search returned (id = "are-change-orders-and-rfis-valuable-to-ai-labs")
pass
✓
Fast enough
All good
- ✓Connecting took 767 ms
- ✓Listing tools took 168 ms
- ✓Average tool answer: 143 ms
- ✓latest_posts: Slowest tool: latest_posts (157 ms)
pass
✓
No secrets leakedChecked 9 error messages: no secrets or internal details
pass

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://aitrainingdatabroker.com/api/mcp

Show this score on GitHub

Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.

[![QAmcp score](https://qamcp.dev/s/com-aitrainingdatabroker-mcp.svg)](https://qamcp.dev/s/com-aitrainingdatabroker-mcp.html)

Score over time

28 Oct 202691

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use AI Training Data Broker, signed in with GitHub, one per person. Reviews never change the score.

Is this your server? Get an alert the moment it breaks.

QAmcp Monitor (coming soon) tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. You'll also be able to claim this page and get a verified owner mark. Founding price: $19/month for life for the first 50 teams.

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