Stipple — Document Verification & Extraction

Name: Stipple — Document Verification & Extraction
Author: sh.stipple

MCP serverMCP

Document forensics: tamper/AI checks, fields, tables, identity, screening, tenders, citations.

Until 2026-09-24 this record combined several servers published from one repository. The others now have records of their own: Stipple — Reference Verification, Stipple — Government Tenders, Stipple — AI Text Detection. Checks from before that date include them.

by sh.stipplerepository ↗homepage ↗v0.3.1

Is this yours?

This record is unclaimed

Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.

Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"stipple-document-verification-extraction","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.

Claim this record

Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability267/267 checks ok

when	check	result	http	latency	detail
2 h ago	mcp initialize	ok	200	442 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
9 h ago	mcp initialize	ok	200	495 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
16 h ago	mcp initialize	ok	200	506 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
22 h ago	mcp initialize	ok	200	1284 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
28 h ago	mcp initialize	ok	200	1311 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
34 h ago	mcp initialize	ok	200	1421 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
2 d ago	mcp initialize	ok	200	1424 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
2 d ago	mcp initialize	ok	200	1388 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
2 d ago	mcp initialize	ok	200	540 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools
2 d ago	mcp initialize	ok	200	1277 ms	server stipple 1.27.2 · protocol 2025-06-18 · 16 tools

Tools observed via MCP handshake

verify_document — Forensically inspect a document (PDF or image) for authenticity: tampering signs, AI-generation indicators, arithmetic reconciliation (financial docs), and
check_document — Cheap cache-check: has this exact document already been inspected? Hash the file yourself (sha256, lowercase hex) and call this before verify_document to sk
get_warrant — 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 W
submit_feedback — 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.
extract_fields — 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/
verify_identity — 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/ad
check_pack — Check whether a SET of documents satisfies a checklist — completeness, cheaply. USE THIS WHEN you have an application / onboarding pack and need "do we hav
screen_adverse_media — Screen a person or organisation for ADVERSE MEDIA and SANCTIONS exposure (KYC/AML). PEP lists are not screened: `sanctions.flags.pep` is always false and `s
detect_ai_text — 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,
verify_references — 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 so
check_source_overlap — 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 o
find_tenders — Search open tenders across Australia; New Zealand rows only when you ask for them (jurisdiction=NZ). FREE, within the weekly cap. USE THIS WHEN someone asks wh
match_tenders — Rank open tenders against what a company actually does. Free, inside the weekly cap. USE THIS WHEN someone asks which opportunities suit a specific busines
tender_sources — 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
buyer_awards — What a buyer has awarded, what is ending, and what they plan. FREE. USE THIS WHEN someone asks about a specific buyer before a bid: "who holds Transport for NS
find_signals — Signals: what may be tendered before it is. FREE. USE THIS WHEN someone asks what is coming: "which contracts in Queensland end in the next six months", "what

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registrysh.stipple/openwarrant

first seen 1 mo ago · fetched 29 h agoopen ↗

Field history (12 recent events)

15 d ago · declared · summary → "Document forensics: tamper/AI checks, fields, tables, identity, screening, tenders, citations."
15 d ago · declared · version → "0.3.1"
15 d ago · declared · description → "Document forensics: tamper/AI checks, fields, tables, identity, screening, tenders, citations."
15 d ago · declared · homepageUrl → "https://www.stipple.sh/docs/mcp"
15 d ago · declared · name → "Stipple — Document Verification & Extraction"
24 d ago · declared · summary → "Fact-check citations: resolve, match, support claims. Arithmetic rechecked. Free to start."
24 d ago · declared · version → "0.1.5"
24 d ago · declared · name → "Stipple — Reference Verification"
24 d ago · declared · description → "Fact-check citations: resolve, match, support claims. Arithmetic rechecked. Free to start."
24 d ago · declared · homepageUrl → "https://www.stipple.sh/fact-check"
26 d ago · declared · version → "0.1.1"
26 d ago · declared · homepageUrl → "https://www.stipple.sh/tenders"

Stipple — Document Verification & Extraction

This record is unclaimed

Evidence

What the publisher says

Capabilities

Where this record came from