Data Collection
epstein-data.com
Search and retrieve documents, metadata, images, and entities from a large corpus of Epstein documents.
ENDPOINT 1
https://epstein-data.com/corpus/mcp
Known tools 27
search_documentsSearch the full text of 2.77M pages across 1.38M Epstein documents.
get_documentGet the full text of a specific document by its EFTA/Bates number.
get_document_metadataGet metadata for a document: original filename, author, custodian, email headers, dates.
search_imagesSearch AI-generated descriptions of 92K images extracted from documents.
search_entitiesSearch the knowledge graph of 524 entities (people, organizations, properties, aircraft).
search_transcriptsSearch audio/video transcriptions (190K words from 435 media files).
count_documentsCount documents in the corpus, optionally filtered by a search query.
semantic_searchSemantic search using AI embeddings — understands meaning, not just keywords.
find_similar_imagesFind visually similar images across the corpus using CLIP embeddings.
get_recent_newsGet recent Epstein-related news stories clustered from 300+ sources.
search_handwritingSearch 362 handwritten/typed page transcriptions — FD-302 interview reports, AUSA proffer notes, agent field notes, phone logs, evidence receipts.
search_emailsSearch 1.87M parsed email records — headers, senders, recipients, subjects, dates.
search_redacted_entitiesSearch 107K entities extracted from redacted areas of documents.
get_document_typeGet the AI-classified document type for each page of a document.
get_cross_referencesGet all cross-reference numbers for a document (Bates stamps from different productions).
get_popular_documentsGet the most-viewed documents this week.
get_trending_searchesGet recent trending search queries from site visitors.
reverse_image_searchFind visually similar images in the corpus by uploading an image.
face_searchFind a person across the corpus by uploading a face photo.
search_flightsSearch the Epstein flight index — 15,000+ documented flights cross-referenced across ~20 source types (CBP records, court manifests, pilot logbooks, scheduling emails, itineraries).
flights_on_dateList every documented Epstein flight on a specific date.
person_flight_historyA person's full flight history from the index: total flights, first/last seen, by-year counts, top routes, top co-travelers, and the flight list.
aircraft_flightsAll documented flights on a specific aircraft (by tail number), plus the aircraft type.
flight_detailOne flight with FULL per-source provenance — every attestation (source, document ID, page, passengers as recorded, tail, confidence, URL).
flight_statsFlight index statistics: total flights, source records, multi-source count, date range, source distribution, top airports, and top aircraft.
suggest_flight_correctionSuggest a correction to a flight record.
flag_flightFlag a flight as looking wrong when you spot an inconsistency but lack a source document.