Data sources the assistant can search

Kahubi connects to external research databases through the open Model Context Protocol (MCP). Connect a source once, then ask questions in plain language: the assistant searches it, quotes the reference codes and links, and you verify against the original.

Archives & heritage

National archives, digitised manuscripts, museum and library collections.

Riksarkivet (Swedish National Archives)

Search AI-transcribed handwritten records from the 1600s onward, the national archive catalogue, church books, court records and more.

SwedenEuropeBeta
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Trove (National Library of Australia)

Australian newspapers, books, images, maps and archives from the National Library of Australia.

Australia
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Scholarly literature

Paper, citation and researcher-identity databases.

Medical & clinical

Biomedical literature, trials and drug data.

PubMed & Europe PMC

Biomedical literature: search, MeSH terms, related articles, citations and lawful full text.

Global
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Clinical evidence (trials, FDA labels, adverse events)

ClinicalTrials.gov, openFDA drug labels, adverse-event reports and approvals alongside PubMed.

United StatesGlobalBeta
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Official statistics

Statistical offices and international economic data.

Eurostat

EU official statistics: economy, demography, trade, health and NUTS regions.

EuropeSwedenDenmarkFinlandNorway
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Knowledge bases

Structured knowledge graphs and reference corpora.

Datasets & code

Machine-learning datasets, models and code documentation.

Coming soon

Open-source servers Kahubi plans to host so they are reliable enough for research use.

  • Open museum collectionsFederated, licence-checked search across the Met, Rijksmuseum, Smithsonian, SMK, Wellcome and more.
  • Kungliga biblioteket (Libris, Swepub, K-samsök)Swedish national library catalogue, Swedish research publications and cultural-heritage objects.
  • arXivPreprint search with section-level reading and BibTeX export.
  • PubCrawl (clinical literature & regulation)PubMed, Europe PMC, FDA and UK drug labels, ClinicalTrials.gov in thin deterministic wrappers.
  • Drug pipeline (trials, approvals, patents)Pharma R&D: trials, FDA/EMA approvals, safety signals, patents and publications.
  • Statistics Sweden (SCB)Swedish official statistics: population, economy, labour market, education and environment.
  • World BankCountry profiles and development indicators.
  • FRED (Federal Reserve economic data)US economic time series from the St. Louis Fed.
  • NASA open APIsAstronomy imagery, near-earth objects and earth observation.
  • European Parliament open dataMEPs, plenary activities, votes and documents.
  • UK legislationSearch statutes on legislation.gov.uk.

Bring your own server

Any MCP server that speaks streamable HTTP can be added under Settings → Integrations → Data sources: paste the endpoint, test the connection, choose which tools the assistant may use. Institutions running their own archive or database servers can make them available to their researchers this way.

Only your questions are sent to a source, never your files. Results are treated as retrieved material and always cited with the source's own identifiers, so every claim can be checked against the original record.

Ask the archives, the statistics office and the literature in one place

Free to start. Connect Riksarkivet, Eurostat or PubMed in one click and get answers with references.

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