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Sifter - Turn a folder of documents into typed records you can query

@ Bruno Fortunato - sifter-ai

Sifter extracts structured, typed records from your documents (PDFs, scans, contracts, invoices) using a natural-language field spec, then lets an agent query and aggregate them — exact counts, sums, filters, with citations back to the source page. Unlike RAG, it answers collection-wide questions, not just "find the passage.

Tools

list_sifts

get_sift

list_records

query_sift

list_folders

get_folder

get_record_citations

create_sift

update_sift

delete_sift

upload_document

run_extraction

get_extraction_status

find_records

aggregate_sift

Server Config

{
  "mcpServers": {
    "sifter": {
      "command": "uvx",
      "args": [
        "sifter-mcp",
        "--base-url",
        "https://api.sifter.run/api"
      ],
      "env": {
        "SIFTER_API_KEY": "sk-..."
      }
    }
  }
}
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