AiSeek
Verified world changes with their sources: news, country Change Heat, releases, companies.
Connect it
Settings → Connectors → Add custom connector
URL: https://aiseek.dev/api/v1/mcpSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://aiseek.dev/api/v1/mcp{
"mcpServers": {
"aiseek": {
"url": "https://aiseek.dev/api/v1/mcp",
"headers": {
"Authorization": "<YOUR_AUTHORIZATION>"
}
}
}
}claude mcp add --transport http aiseek https://aiseek.dev/api/v1/mcp --header "Authorization: <value>"{
"servers": {
"aiseek": {
"type": "http",
"url": "https://aiseek.dev/api/v1/mcp",
"headers": {
"Authorization": "<YOUR_AUTHORIZATION>"
}
}
}
}11 tools, verified live
latest_changesread-onlyList the newest published changes on AiSeek (verified changes in the world: economy, markets, policy, technology, companies, science), newest first by detection time, 20 per page. Use it to see what is new or to browse; use search_changes instead when you are looking for a topic, company or country. Returns {items, hasMore, page}: each item has id, title, summary, detection time, scores and the ur
search_changesread-onlySearch published changes by words (a company, a country, a subject, a name). Use it to find changes about something; use latest_changes to browse what is newest without a topic. Matching is on headlines and summaries and the result is ranked by relevance, best first, not by time: a query with Chinese or Japanese uses a CJK-aware index, a Latin query also matches word forms (rate finds rates), and
get_changeread-onlyGet one published change with what AiSeek shows publicly about it: headline, summary, scores (importance, novelty, velocity, evidence strength), main subject, the languages it exists in, the id of its in-depth dossier when there is one, and its sources: for each outlet that reported it the name, the link, the publication date, the evidence level (PRIMARY, REGULATOR, COMPANY, INSTITUTIONAL, MEDIA,
country_heatread-onlySeekMap's Change Heat per country: how much verified change AiSeek recorded in each country, against the country's own recent normal. Heat runs from 0 to 100 and measures the amount of change, never danger or instability: 50 is an ordinary day for that country, 75 a day twice as busy. Each country also has delta against the day before, the number of changes, its domains, a convergence flag (three
release_calendarread-onlyScheduled releases and decisions between two times: central-bank decisions and speeches, statistics-office releases, earnings, rule effective dates, comment deadlines, trade measures, filings due, meetings, votes and product launches (kind POLICY_DECISION, DATA_RELEASE, RULE_EFFECTIVE, COMMENT_DEADLINE, TRADE_MEASURE, FILING_DUE, EARNINGS, MEETING, VOTE, PRODUCT_LAUNCH, SPEECH). Each event has its
companyread-onlyLook up a company on AiSeek. The arguments choose the mode, and `slug` wins: with `slug` (the exact AiSeek company slug, e.g. toyota) it returns that company's profile (name, country, listings with ticker and exchange, description, recent published changes, stated claims, relations to other entities) and its page url, and `query` is ignored if also given. With only `query` (a name, alias or ticker
latest_briefread-onlyThe latest brief: AiSeek's own summary of a period's changes, grouped by section, each item linking to its page. `type` DAILY (the default) covers one UTC day and comes out daily; WEEKLY covers a week and also carries the week's largest market moves, the events of the coming week and the judgments decided that week. On a Free key a brief opens one day after publication: a younger one comes back wi
get_receiptread-onlyGet one SeekTrace evidence receipt: the immutable record of how AiSeek assessed one claim and on what evidence. It carries the claim class (FACT, SUPPORTED or HYPOTHESIS), the assessment status (SUPPORTED, CONFLICTING, INSUFFICIENT_EVIDENCE or REFUTED), the currency status (CURRENT, STALE, SUPERSEDED, WITHDRAWN, UNKNOWN), the valid time, the evidence list (ids, source links, evidence level, stance
verify_receiptread-onlyAsk the server to recompute a receipt's digest from the stored record and report whether it still matches: ok, digestMatches, canonicalForm, columnsMatch, evidenceRowsMatch and a list of problems (DIGEST_MISMATCH, NOT_CANONICAL, COLUMN_MISMATCH:<field>, EVIDENCE_ROWS_MISMATCH, PAYLOAD_UNREADABLE). ok true means the stored record is unchanged since it was written. A receipt records an assessment; i
change_historyread-onlyHow AiSeek's evidence record for one published change developed, and what AiSeek knew about it at an earlier moment. Always returns the change's receipts per claim, newest first (each names its parent receipt, so the revision chain reads from the list, with class, statuses and independence counts), and the change as it was when first published when the plan's window reaches that date. With `known_
recent_correctionsread-onlyPublic corrections about published content, newest first: changes taken down (reason EDITORIAL, READER_REPORT or RIGHTS_REQUEST) and changes or dossiers that are still published while evidence behind them was corrected and is under review or was resolved in the last 30 days (reason SOURCE_WITHDRAWN, SOURCE_CHANGED, EVIDENCE_INVALIDATED, CLAIM_RETRACTED or CONFIDENCE_LOWERED). Each item has an id,
Change history
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