AiSeek MCP server

• Registry namedev.aiseek/aiseekverified in the MCP registry

The registry name sits under aiseek.dev. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-24
• Tools16
• Server calls itselfaiseek
• Server version2.0.0
• Protocol version2025-06-18

On 2026-10-24 the server answered initialize and tools/list without a sign-in. First answer in 210 ms.

• Its tools do Read a daily brief of market and economic changes, but not Follow companies and get alerts on important changes.
• Checked on 3 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
• What an agent can do with it1 of 2 use cases
• Answeredmeasuring3 of the 7 daily checks it takes to print a share
• Median first answer666 ms
• Space in an agent's context≈ 6,464 tokensthe definitions of all its tools (16), which an agent carries on every turn
• Tool definitionsA · 100 of 100
• Typed results16 of 16 toolsdeclared outputSchema: results come typed, read once

• Every tool passes all six checks.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• 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

  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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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)…