AiSeek

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "aiseek": {
      "type": "http",
      "url": "https://aiseek.dev/api/v1/mcp"
    }
  }
}

16 tools

• list_changes

  List the newest published changes on AiSeek (verified changes in economy, markets, policy, technology, companies and science), newest first, 20 per page. Use it to see what is new; to look for a subject, company or country use search_changes, to browse a curated subject use…

• search_changes

  Search published changes by words, ranked by relevance, best first, not by time. Use it to find changes about a company, country, subject or name; to browse what is newest use list_changes, for a curated subject use get_topic, for a company's profile use search_companies…

• get_change

  Get one published change with its scores, main subject and every outlet that reported it (name, link, date, evidence level, role). Use it after list_changes, search_changes or get_topic to see who reported a change; for its receipts and what AiSeek knew earlier use…

• list_topics

  List AiSeek's published topics: curated subjects (a technology, an industry, a policy area) that group related changes, with their counts for the last 90 and 7 days and their newest change. Use it to browse by subject or category and to find a slug for get_topic; for free-text…

• get_topic

  Get one published topic and up to 50 of its published changes from the last 90 days, most relevant first. Use it after list_topics to read what is happening in a subject; for words that are not a topic use search_changes, for the newest changes overall list_changes. Parameters…

• list_countries

  List every country and territory AiSeek places changes in, with its name, its number of published changes in the last 7 days and its Change Heat on the last day. Use it to get all country codes at once or to see which countries have news; for heat details and seven-day series…

• get_country_heat

  Get SeekEarth's Change Heat per country: how much verified change each country had against its own recent normal, 0 to 100, where 50 is an ordinary day; it measures change, never danger or instability. Use it to see where things are changing; for all country codes use…

• list_scheduled_events

  List scheduled decisions and releases in a time range, in time order: central-bank decisions, statistics, earnings, rule effective dates, comment deadlines, trade measures, filings, meetings, votes, launches and speeches. Use it for what is coming or has just passed; for what…

• search_companies

  Search AiSeek's public companies by name, alias or ticker and return up to 10 matches, most active first, each with its slug, home country, listings and page url. Use it to find a company's slug for get_company; for news about a company use search_changes with its name…

• get_company

  Get a company's AiSeek profile: name, home country, legal name, website, listings, description, recent published changes, the facts AiSeek states about it and its relations to other entities. Use it after search_companies. Do not use it to search by name (search_companies) or…

• get_latest_brief

  Get the latest brief: AiSeek's own summary of a period's changes, grouped by section, each item linking to its page. Use it for a digest; for the raw newest-first list use list_changes, for a subject get_topic or search_changes. Parameters: type DAILY (the default) covers the…

• get_receipt

  Get one SeekTrace evidence receipt: the immutable record of how AiSeek assessed one claim (class FACT, SUPPORTED or HYPOTHESIS, statuses, valid time, evidence links and digests, independence counts, parent receipt, sha256 digest). A receipt records an assessment; it is not a…

• verify_receipt

  Verify a receipt: recompute its digest from the stored record and report ok, digestMatches, canonicalForm, columnsMatch, evidenceRowsMatch and any problems. ok true means the record is unchanged since it was written. A receipt records an assessment; it is not a certificate that…

• get_change_history

  Get how AiSeek's evidence record for one published change developed: its receipts per claim, newest first, each naming its parent so the revision chain reads from the list, and the change as first published when the plan reaches that date. A receipt records an assessment; it is…

• list_corrections

  List public corrections about published content, newest first: changes taken down, and changes or dossiers whose evidence was corrected and is under review or was resolved in the last 30 days. Use it to check whether something you read earlier was corrected or to audit AiSeek's…

• get_earth_view

  Get SeekEarth for one place and moment: the published changes placed there, the Change Heat of its countries, and the Earth's layer items in force (disaster alerts, cyclones, official warnings, conflict, outbreaks, river levels and more), each with its nature and source to…

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