Stipple — Document Verification & Extraction
sh.stipple/openwarrantDocument forensics: tamper/AI checks, fields, tables, identity, screening, tenders, citations.
Tools · 14
Forensically inspect a document (PDF or image) for authenticity: tampering signs, AI-generation indicators, arithmetic reconciliation (financial docs), and provenance. USE THIS WHEN someone s…
Cheap cache-check: has this exact document already been inspected? Hash the file yourself (sha256, lowercase hex) and call this before verify_document to skip a redundant (paid) inspection. Re…
Retrieve a stored warrant by id (e.g. 'warrant_<hex>') — the full bundle as JSON, or a human-readable Markdown report when as_markdown=True. USE THIS WHEN you have a warrant_id from an earlie…
Record thumbs up/down on a warrant's rating (the engine's precision-flywheel label source). verdict must be 'up' or 'down'; note is optional free text. USE THIS WHEN the ground truth became k…
Extract structured FIELDS from a document (PDF or image) with a vision model. USE THIS WHEN you need specific values OUT of a document — a payslip's gross/net, an invoice's total/ABN, a form'…
Run an Australian identity check over a SET of identity documents. A vision model reads each document (which ID it is, which fields it shows — name/photo/address/signature — and its issue date…
Check whether a SET of documents satisfies a checklist — completeness, cheaply. USE THIS WHEN you have an application / onboarding pack and need "do we have the required documents, and what's…
Screen a person or organisation for ADVERSE MEDIA and SANCTIONS/PEP exposure (KYC/AML). USE THIS WHEN onboarding or due-diligence asks: does this subject appear in negative news (fraud, money…
Estimate the PROBABILITY that a document's text was AI-GENERATED (LLM-written prose). USE THIS WHEN someone shares prose — an essay, cover letter, article, review, application, or report (or …
Fact-check a document's REFERENCES and CLAIMS — built for AI-generated reports whose citations must be checked before they're trusted. USE THIS WHEN someone shares a report, article, whitepap…
Check whether text OVERLAPS text published on the public web — a plagiarism-style check: does this text appear elsewhere? was this copied? find the source of this text. Provide the document O…
Search open government tenders across Australia and New Zealand. FREE — no credits. USE THIS WHEN someone asks what public-sector work is open: "any council drainage tenders in Victoria", "wh…
Rank open tenders against what a company actually does. Costs 3 credits. USE THIS WHEN someone asks which opportunities suit a specific business: "what could we bid for", "is there anything f…
Every source we search, what it is allowed to do, and what the last run returned. FREE. USE THIS WHEN someone asks where the data comes from, whether a particular portal is covered, or wh…
Prompts · 9
Run an adverse-media + sanctions/PEP screen on a named person.
Check whether a person's identity documents satisfy the AU 100-point check.
Forensically check whether a document at a public URL is genuine.
Identify a document's type (payslip, invoice, bank statement, contract, ...).
Match open AU/NZ tenders against a company's website.
Estimate whether pasted prose was written by an AI, with the tells.
Find whether pasted text matches published web sources, with quoted evidence.
Check whether a report's citations are real and its claims hold up.
Check pasted prose: do its citations resolve and does its math add up?
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How to use
Add to your Claude Desktop / Cursor / Cline MCP config:
{
"mcpServers": {
"stipple_—_document_verification_&_extraction": {
"url": "https://www.stipple.sh/mcp",
"transport": "streamable-http"
}
}
}