{"$schema":"https://verifymcp.io/schemas/trust-report.json","schemaVersion":1,"license":{"name":"CC BY-NC 4.0","url":"https://creativecommons.org/licenses/by-nc/4.0/"},"generatedAt":"2026-11-05T15:53:02.332Z","url":"https://verifymcp.io/servers/broker-aidata-market/aidata","markdownUrl":"https://verifymcp.io/servers/broker-aidata-market/aidata.md","server":{"slug":"broker-aidata-market","name":"AIData.Broker","registryName":"broker.aidata/market","description":"Sells companies' data to AI labs for them: prices, buyers, deals, rulings and a free valuation.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"aidata","type":"remote","identifier":"https://aidata.broker/mcp","withdrawn":false,"url":"https://verifymcp.io/servers/broker-aidata-market/aidata","version":"2026.10.28","transport":null,"scoredAt":"2026-11-05T01:11:13.185Z"},"score":{"total":82,"tier":"high trust","status":"scored","weekDelta":4,"history":[{"date":"2026-11-05","total":82},{"date":"2026-11-04","total":81},{"date":"2026-11-03","total":81},{"date":"2026-11-02","total":80},{"date":"2026-11-01","total":80},{"date":"2026-10-31","total":79},{"date":"2026-10-30","total":79},{"date":"2026-10-29","total":78},{"date":"2026-10-28","total":78},{"date":"2026-10-27","total":78},{"date":"2026-10-26","total":77},{"date":"2026-10-25","total":77},{"date":"2026-10-24","total":76},{"date":"2026-10-23","total":76},{"date":"2026-10-22","total":75},{"date":"2026-10-21","total":75},{"date":"2026-10-20","total":74},{"date":"2026-10-19","total":74},{"date":"2026-10-18","total":73},{"date":"2026-10-17","total":73},{"date":"2026-10-16","total":73},{"date":"2026-10-15","total":72},{"date":"2026-10-14","total":72}]},"categories":[{"name":"Endpoint Security","score":80,"verdict":"fail","reasons":["The endpoint's TLS certificate is valid, in date, and uses a strong key.","No authorisation is required to call this server. Nothing on it is marked destructive, but we can't show that an anonymous caller can only read: full credit needs the server to list at least one tool and every tool to be verifiably read-only. We use a best-effort check of tool names and descriptions to tell read-only tools from tools that change things, so some genuinely read-only tools may not get full credit. Names that start with a read verb (get, list, read, search and similar) and accurate readOnlyHint annotations help. Meet that to earn full credit, or require authorisation.","HTTPS is enforced; there's no plaintext access path.","The HSTS (Strict-Transport-Security) header is present.","DNSSEC check failed: this domain isn't protected by DNSSEC."],"codes":[{"code":"tls.valid","args":{}},{"code":"auth.none_no_destructive","args":{}},{"code":"https.enforced","args":{}},{"code":"headers.hsts_present","args":{}},{"code":"dnssec.absent","args":{}}]},{"name":"Transport & Reachability","score":100,"verdict":"pass","reasons":["Verified streamable-http transport via a live MCP handshake."],"codes":[{"code":"transport.verified","args":{"transport":"streamable-http"}}]},{"name":"Schema Quality & AI Usability","score":63,"verdict":"fail","reasons":["AI-judged instruction clarity (good).","Context-footprint check failed: tool/resource definitions use about 2026 tokens (~202/item across 10 items; 10 tools + 0 resources), over budget; trim descriptions and params.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.ai_quality","args":{"band":"good"}},{"code":"schema.footprint_heavy","args":{"avg":"202","items":"10","tools":"10","tokens":"2026","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":73,"verdict":"partial","reasons":["Stability observed for 22 of 30 days with no destabilising changes; credit accrues until the full window elapses."],"codes":[{"code":"stability.building_history","args":{"days":"22"}}]},{"name":"Tool Coverage","score":100,"verdict":"pass","reasons":["100% of tools have a non-trivial description (not blank, and not just the tool's name).","100% of tool parameters carry a description."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"100"}}]},{"name":"Tool Safety","score":100,"verdict":"pass","reasons":["No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.","We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 11 captured unit(s) of tool text and found none that tries to manipulate the model reading it."],"codes":[{"code":"toolsafety.injection_clean","args":{}},{"code":"toolsafety.destructive_none","args":{"tools":"10"}},{"code":"toolsafety.manipulation_clean","args":{"units":"11","judged":"11"}}]},{"name":"Capabilities","score":100,"verdict":"pass","reasons":["Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28."],"codes":[{"code":"protocol.supported","args":{"latest":"2026-07-28","version":"2025-11-25"}}]}],"inconclusive":[],"malware":[],"components":[{"slug":"aidata","type":"remote","identifier":"https://aidata.broker/mcp","withdrawn":false,"score":82,"current":true,"url":"https://verifymcp.io/servers/broker-aidata-market/aidata","markdownUrl":"https://verifymcp.io/servers/broker-aidata-market/aidata.md"}],"facts":[{"label":"Endpoint","value":"https://aidata.broker/mcp"},{"label":"Transports","value":"streamable-http"},{"label":"Auth","value":"none"},{"label":"Version","value":"2026.10.28"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"get_market_rates","title":"Market rates for AI training data","description":"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.","inputs":[{"name":"kind","type":"string","required":false,"description":"The kind of data: company (Company records), code (Source code), video (Video and footage), audio (Audio and speech), images (Images), text (Text and archives), environment (Datasets, tasks and envir…"},{"name":"side","type":"string","required":false,"description":"The side of the market: pay (Paid to the people who make it), offer (Offered to holders), licence (Sales that happened), listing (Asking prices off the shelf), collection (Made to order), cost (Cost…"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":199},{"name":"search_prices","title":"Search published AI training data prices","description":"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.","inputs":[{"name":"kind","type":"string","required":false,"description":"The kind of data: company (Company records), code (Source code), video (Video and footage), audio (Audio and speech), images (Images), text (Text and archives), environment (Datasets, tasks and envir…"},{"name":"limit","type":"integer","required":false,"description":"How many rows to return (default 50, at most 50)."},{"name":"query","type":"string","required":false,"description":"Words that must all appear, such as a company (\"Shutterstock\"), a language (\"hindi\") or a kind of record (\"egocentric\")."},{"name":"side","type":"string","required":false,"description":"The side of the market: pay (Paid to the people who make it), offer (Offered to holders), licence (Sales that happened), listing (Asking prices off the shelf), collection (Made to order), cost (Cost…"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":247},{"name":"value_data","title":"Value a holding of data from public prices","description":"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.","inputs":[{"name":"answers","type":"object","required":false,"description":"Answer ids by question id, as returned in `questions` (for video, for example {\"hours\": \"1000-10000\"}); every answer is one of the listed answer ids, sent as text."},{"name":"kind","type":"string","required":true,"description":"What is being valued: records (Company records), code (Codebases), video (Video and footage), speech (Audio and speech), images (Images), text (Text and archives), robotics (Robot and physical-world…"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":194},{"name":"find_buyers","title":"Find buyers of a kind of AI training data","description":"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.","inputs":[{"name":"kind","type":"string","required":false,"description":"The kind of data: company-records (Company records), source-code (Source code), video (Video and footage), audio-speech (Audio and speech), images (Images), text-archives (Text and archives), dataset…"},{"name":"limit","type":"integer","required":false,"description":"How many rows to return (default 10, at most 50)."},{"name":"query","type":"string","required":false,"description":"Words that must all appear in the buyer's name or terms."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":173},{"name":"find_vendors","title":"Find companies that sell AI training data","description":"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.","inputs":[{"name":"buys","type":"boolean","required":false,"description":"Only vendors that say they buy, license or pay for data from its holders."},{"name":"from","type":"string","required":false,"description":"Where it says its data comes from: licensed, customer, experts, captured, synthetic, replica, public (\"licensed\" means licensed from the companies or creators that hold it)."},{"name":"limit","type":"integer","required":false,"description":"How many rows to return (default 10, at most 50)."},{"name":"query","type":"string","required":false,"description":"Words that must all appear in the vendor's name or what it sells."},{"name":"sells","type":"string","required":false,"description":"What the vendor sells: rl-environments, datasets, human-data, evals, annotation, simulation."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":195},{"name":"find_lots","title":"Find data on offer across brokers' catalogues","description":"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.","inputs":[{"name":"industry","type":"string","required":false,"description":"The holder's industry, as this site names industries."},{"name":"kind","type":"string","required":false,"description":"The kind of data: company-records (Company records), source-code (Source code), video (Video and footage), audio-speech (Audio and speech), images (Images), text-archives (Text and archives), dataset…"},{"name":"limit","type":"integer","required":false,"description":"How many rows to return (default 10, at most 50)."},{"name":"query","type":"string","required":false,"description":"Words that must all appear in the lot's title, line of business or systems."},{"name":"rights","type":"string","required":false,"description":"\"settled\": the lot's own catalogue says its holder has the rights with nothing left to confirm; \"open\": the catalogue names conditions or consent still to confirm. We have not checked either."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":278},{"name":"search_deals","title":"Search disclosed AI data licensing deals","description":"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.","inputs":[{"name":"limit","type":"integer","required":false,"description":"How many rows to return (default 10, at most 50)."},{"name":"query","type":"string","required":false,"description":"Words that must all appear, such as a licensor, a licensee (\"OpenAI\") or a kind of content (\"news\")."},{"name":"since","type":"string","required":false,"description":"Only deals on or after this date (YYYY, YYYY-MM or YYYY-MM-DD)."},{"name":"use","type":"string","required":false,"description":"What the data is used for."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":146},{"name":"search_cases","title":"Search lawsuits and rulings over AI training data","description":"Lawsuits, rulings, settlements and regulatory actions over data used to train AI, with parties, claim, amounts, outcome, status and the source. Newest first.","inputs":[{"name":"kind","type":"string","required":false,"description":"The kind of case: guidance, lawsuit, regulatory action, ruling, settlement."},{"name":"limit","type":"integer","required":false,"description":"How many rows to return (default 10, at most 50)."},{"name":"query","type":"string","required":false,"description":"Words that must all appear, such as a party (\"Anthropic\"), a court or a kind of content (\"books\")."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":116},{"name":"check_software_terms","title":"What a business system's terms allow for AI training data","description":"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.","inputs":[{"name":"system","type":"string","required":false,"description":"The system's name, such as \"Slack\" or \"Zendesk\"."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":122},{"name":"list_datasets","title":"List the open datasets","description":"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.","inputs":[],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":63}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-05T01:11:13.000Z","track":"remote","endpoint":"https://aidata.broker/mcp","declaredUrl":null,"truncated":false,"tls":{"outcome":"valid","label":"Valid","version":"TLS 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reads","materiality":"security","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-17","url":"https://verifymcp.io/servers/broker-aidata-market/aidata#chg-chg_01a14764-97e1-7d4d-be6b-1b4b5d1eddbd"},{"id":"chg_01a14764-97e3-78f8-b34d-bc00da457166","kind":"tool.description_changed","summary":"Tool “find_vendors” rewrote its description, which is the text the model reads","materiality":"security","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-17","url":"https://verifymcp.io/servers/broker-aidata-market/aidata#chg-chg_01a14764-97e3-78f8-b34d-bc00da457166"}],"truncated":true,"feedUrl":"https://verifymcp.io/servers/broker-aidata-market/aidata/changelog.json"},"links":{"html":"https://verifymcp.io/servers/broker-aidata-market/aidata","markdown":"https://verifymcp.io/servers/broker-aidata-market/aidata.md","changelogJson":"https://verifymcp.io/servers/broker-aidata-market/aidata/changelog.json","changelogRss":"https://verifymcp.io/servers/broker-aidata-market/aidata.xml","external":[{"label":"Remote endpoint","href":"https://aidata.broker/mcp"},{"label":"Website","href":"https://aidata.broker/mcp-server"}]}}