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-..."
}
}
}
}