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Directory / AIData.Broker
AIData.Broker
by aidata.broker · https://aidata.broker/mcp
Sells companies' data to AI labs for them: prices, buyers, deals, rulings and a free valuation.
11 of 11 checks · 29 Oct 2026
Is AIData.Broker MCP server safe?
- No hidden instructions were found in its tool descriptions.
- Its error messages showed no secrets or internal details.
- All 10 of its tools are labeled read-only.
- Overall it scored 95/100 on 29 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
10 tools, in the server's own words.
get_market_ratesread-onlyMedian, 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 train…
search_pricesread-onlyThe 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 f…
value_dataread-onlyWhat published prices imply for a holding of data: a low-to-high range in US dollars with the arithmetic behind it.
find_buyersread-onlyOrganisations 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, eli…
find_vendorsread-onlyVendors 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 c…
find_lotsread-onlyEvery lot publicly on offer in the catalogues the lot index reads each day (companies' records, codebases, footage, speech, environments), in one vocabulary: k…
search_dealsread-onlyLicences of data to AI companies disclosed since July 2023: licensor, licensee, content, use (training or display), term, value where disclosed, with a verbati…
search_casesread-onlyLawsuits, rulings, settlements and regulatory actions over data used to train AI, with parties, claim, amounts, outcome, status and the source.
check_software_termsread-onlyFor a business system (Slack, Microsoft 365, Google Workspace, Salesforce, HubSpot, Zendesk, Zoom, GitHub, Notion and more): whether the holder can export its …
list_datasetsread-onlyEvery 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…
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Ready for the newest MCP versionnote
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
- !Follows MCP best practices (not scored yet)note
1 tip (not scored)
- !9 tools answer with structured data but don't declare its shape (outputSchema): get_market_rates, search_prices, value_data, find_vendors, find_lots, search_deals and 3 more. If those answers change shape, nothing can catch it; with a schem
- ✓ConnectsConnected in 443 mspass
- ✓Lists its toolsFound 10 toolspass
- ✓Every tool is describedAll 10 tools and their inputs are describedpass
- ✓Tools are labeled safe or dangerousEvery tool has a safety labelpass
- ✓No hidden instructionsNo hidden instructions found in tool descriptionspass
- ✓Tools work with good inputspass
All good
- ✓get_market_rates: Worked (118 ms)
- ✓search_prices: Worked (172 ms)
- ✓value_data: Worked (235 ms)
- ✓find_vendors: Worked (56 ms)
- ✓find_lots: Worked (89 ms)
- ✓search_deals: Worked (90 ms)
- ✓search_cases: Worked (56 ms)
- ✓check_software_terms: Worked (41 ms)
- and 2 more
- ✓Bad inputs give a clean errorpass
All good
- ✓get_market_rates: Refused wrong type for "kind" with a clear error
- ✓search_prices: Refused wrong type for "query" with a clear error
- ✓value_data: Refused missing required input "kind" with a clear error
- ✓value_data: Refused wrong type for "kind" with a clear error
- ✓find_vendors: Refused wrong type for "sells" with a clear error
- ✓find_lots: Refused wrong type for "kind" with a clear error
- ✓search_deals: Refused wrong type for "query" with a clear error
- ✓search_cases: Refused wrong type for "query" with a clear error
- and 1 more
- ✓Fast enoughpass
All good
- ✓Connecting took 443 ms
- ✓Listing tools took 58 ms
- ✓Average tool answer: 100 ms
- ✓value_data: Slowest tool: value_data (235 ms)
- ✓No secrets leakedChecked 9 error messages: no secrets or internal detailspass
- –Tools work togetherNo tool's answer could be fed into another tool, so there were no chains to test (not counted either way)not tested
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://aidata.broker/mcpShow 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.
[](https://qamcp.dev/s/broker-aidata-market.html)Score over time
- 29 Oct 202695
One test so far. New tests will show here.
Reviews
Coming soon: reviews from people who use AIData.Broker, signed in with GitHub, one per person. Reviews never change the score.
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.
Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works