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100
MCP live MCP 2025-11-25 streamable-http

Stipple — Document Verification & Extraction

sh.stipple/openwarrant

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

Watch this dependency

Get before/after evidence when observed tools, schemas, authentication access, availability or the endpoint changes.

Inspect evidence and set up a watch Share public evidence report
Uptime
100.0%
5 direct probes · 30d
Response
4727ms
last probe
Tools
16
callable
Resources
0
readable
Prompts
9
available
Primary URL
https://www.stipple.sh/mcp
Score: 100/100
Handshake verified by our own probe.
why this score
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
16 tools, 0 resources, 9 prompts returned.
pass 3 or more catalogue items 10/10
25 items in total; 3 or more earns these points.
pass Describes itself 10/10
94 characters; more than 30 earns these points.

Tools · 16

verify_document

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…

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 skip a redundant (paid) inspection. Re…

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 WHEN you have a warrant_id from an earlie…

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. USE THIS WHEN the ground truth became k…

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/net, an invoice's total/ABN, a form'…

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/address/signature — and its issue date…

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 have the required documents, and what's…

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 `sanctions.note` says so. USE THIS WH…

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, review, application, or report (or …

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 someone shares a report, article, whitepap…

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 of this text. Provide the document 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 what public-sector work is open: "any coun…

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 business: "what could we bid for", "is ther…

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 particular portal is covered, or wh…

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 NSW's work", "what is ending soon at Queen…

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 is planned for ICT next quarter", "what …

Prompts · 9

screen_a_person

Run an adverse-media + sanctions screen on a named person.

run_an_identity_check

Check whether a person's identity documents satisfy the AU 100-point check.

verify_a_document

Forensically check whether a document at a public URL is genuine.

classify_a_document

Identify a document's type (payslip, invoice, bank statement, contract, ...).

tenders_for_my_company

Match open tenders against a company's website.

was_this_ai_written

Estimate whether pasted prose was written by an AI, with the tells.

check_for_plagiarism

Find whether pasted text matches published web sources, with quoted evidence.

fact_check_url

Check whether a report's citations are real and its claims hold up.

fact_check_text

Check pasted prose: do its citations resolve and does its math add up?

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "stipple_\u2014_document_verification_\u0026_extraction": {
      "url": "https://www.stipple.sh/mcp",
      "transport": "streamable-http"
    }
  }
}