document-extraction MCP servers & tools

Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

Schema-validated document extraction with searchable workspace memory. Extract structured fields from PDFs, scans, images, and forms; AI agents can also search, filter, and query past extractions.

Extract text and tables from PDFs for an agent: invoices, reports, statements.

Structure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined records, queryable in natural language from Claude, ChatGPT, Gemini, or any MCP client.

Extract structured data from Bills of Lading: parties, ports, containers, incoterms. EU-hosted.

SchemaLock — structured JSON from documents via a caller-supplied JSON Schema.

Document extraction against a JSON Schema with a calibrated confidence per field; async job status.