AI

AiSeek

dev.aiseek/aiseek

Verified world changes with their sources: news, country Change Heat, releases, companies.

Yes, your AI can use this right now.Answered a live MCP handshake in 1077 ms with no sign-in needed and exposes 11 tools.

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URL: https://aiseek.dev/api/v1/mcp

11 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
latest_changesread-only

List 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-only

Search 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-only

Get 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-only

SeekMap'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-only

Scheduled 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-only

Look 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-only

The 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-only

Get 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-only

Ask 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-only

How 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-only

Public 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,

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