About Stipple — Document Verification & Extraction
Stipple — Document Verification & Extraction is an MCP server published by Sketchjar in the Security category: document forensics: tamper/AI checks, fields, tables, identity, screening, tenders, citations.
Recent commit activity is the strongest signal that reported issues will get attention.
Install
git clone https://github.com/Sketchjar/stipple-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (13)
check_documentHas this exact file (sha256) been inspected already? Skips a paid call
Parameters not published.
check_packDoes a document set satisfy a checklist (named scheme or ad-hoc requirements)?
Parameters not published.
detect_ai_textProbability a document's prose is AI-written, with the linguistic tells; abstains on non-prose
Parameters not published.
extract_fieldsStructured fields from a document: ad-hoc field lists, templates (payslip, tax invoice, bank statement, receipt, contract), tables, per-value grounding, redaction, layout, chunking, splitting
Parameters not published.
find_tenders**Free.** Search open AU/NZ government tenders
Parameters not published.
get_warrantFetch a stored result bundle (JSON or Markdown)
Parameters not published.
match_tendersRank open tenders against what a company's own website says it does, with `why[]` and `gaps[]`
Parameters not published.
screen_adverse_mediaAdverse media + corroboration-gated sanctions/PEP screening of a person or organisation
Parameters not published.
submit_feedbackThumbs up/down on a rating
Parameters not published.
tender_sources**Free.** Where tender data comes from, and why a search can be empty
Parameters not published.
Show all 13 tools
verify_documentForensic authenticity inspection of a PDF/image (URL or base64): `risk_band` + `inspection_quality` + evidence
Parameters not published.
verify_identityAustralian identity check over a document set: AFP 100-point or AUSTRAC safe-harbour, with exactly what is missing
Parameters not published.
verify_referencesFor a report: citations resolve and match, internal arithmetic recomputes, unsupported claims flagged
Parameters not published.
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