Stipple — Document Verification & Extraction

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Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/stipple-sh-openwarrant

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What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

15 read · 1 write · 0 delete

Secrets

None asked for

Install scripts

Nothing to install (hosted)

Runs as

Hosted (remote endpoint)

Tools (16)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• buyer_awardsContract awards and signals for a buyerread-only

  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 Queensland Health", "what does this agency usually pay". Give `buyer` (the organisation name as published) or `buyer_key` (from a tender's buyer, or a previous answer). Returns `{buyer, expiring[], planned[], recent_awards[], top_suppliers[], open_tenders[], computed_at, sources}`: the nightly rollup (awards in the window, value quartiles as published, median response window), contracts ending within …

• check_documentCheck for a cached inspectionread-only

  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. Returns {cached, warrant_id, permalink}.

• check_packCheck a document pack's completenessread-only

  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 still missing?" Each document is CLASSIFIED (one cheap page-1 read — never full field extraction or multi-page), then matched against the checklist's required slots. (For "is a document genuine?" use verify_document; to identify ONE document use extract_fields with options={"classify": true}; for the identity gate use verify_identity.) Define the checklist ONE of two ways: …

• check_source_overlapCheck text against published web sourcesread-only

  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 ONE way: `text` (pasted prose), `url` (a public http(s) link — fetched server-side; that page and its host are excluded from matches), OR `bytes_b64` (a base64 PDF/.docx/text file, plus `filename` for routing). Returns two evidence tiers, never mixed: `matches` are EXACT/near-verbatim overlaps confirmed against the fetched source page — each carries the quoted text from both si…

• detect_ai_textDetect AI-written proseread-only

  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 a link to one) — and asks: did an AI / ChatGPT write this? is this human-written? detect AI text. Provide the document ONE way: `text` (pasted markdown/plain prose), `url` (a public http(s) link to a page or PDF — fetched server-side, the cheapest call), OR `bytes_b64` (a base64 PDF/file, plus `filename` for routing). Returns `{probability, lean, tells, reasoning, applicable}`…

• extract_fieldsExtract fields from a documentread-only

  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's checkboxes, a table's cells — rather than a yes/no about the document. (For "is this genuine?" use verify_document; "what kind of document is this?" is `options={"classify": true}` right here.) Say WHAT to pull, four ways: - `fields`: an ad-hoc list — names like ["gross_pay","abn"], or objects {"name":..., "type":"text|amount|date|boolean", "description":...}. THE gene…

• find_signalsFind contract expiries and planned procurementsread-only

  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 is expiring for this buyer". `kind` is one of contract_expiry (a contract ending, with its incumbent), planned_procurement (a buyer's stated plan with its quarter and spend band as published) or recurring_tender (derived from our own history, labelled `derived`). `jurisdiction` is one of AU, NZ, AU-NSW, AU-VIC, AU-QLD, AU-WA, AU-SA, AU-TAS, AU-ACT, AU-NT. `window_before` is an ISO date: signals wh…

• find_tendersSearch AU/NZ tendersread-only

  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 council drainage tenders in Victoria", "what's closing this month in NSW", "show me federal IT opportunities". For "which of these could MY company actually bid for", use match_tenders instead — that reads their website and ranks against it. `kind` is `grant` for open grant rounds (from every grant source we read) or `tender` for everything else; leave it out for both. Each result says which it is in…

• get_warrantFetch a stored warrantread-only

  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 earlier verify_document / check_document call and need the FULL evidence — every signal that fired, per-page findings, provenance — rather than the summary the original call returned. Use as_markdown=True to get a report you can show a human verbatim.

• match_tendersMatch tenders to a companyread-only

  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 there anything for a civil contractor in Victoria", "find work for acme.com.au". Give `company_url` — a plain domain is fine, we resolve it — and we read their site, build a capability profile, and score the shortlist against it. `example` runs a built-in profile (civil, it, facilities) with no site read, for demonstrating the shape of the answer. Returns `{profile, matched, show…

• screen_adverse_mediaScreen for adverse media and sanctionsread-only

  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 WHEN onboarding or due-diligence asks: does this subject appear in negative news (fraud, money laundering, bribery, sanctions, trafficking, enforcement action), or on a sanctions list? Pairs naturally after verify_identity. Identify the subject ONE of two ways: pass `name` (plus any of `dob` as YYYY-MM-DD, `country`, `aliases`, `employer`, `role` — these sharpen matching and cut sam…

• submit_feedbackRate a warrant

  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 known after a verify_document call — e.g. the document was later confirmed genuine or fraudulent — so the engine learns from the outcome. Tell it what happened; it sharpens future inspections for everyone.

• tender_sourcesList tender data sourcesread-only

  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 why a search came back empty. It is the honesty surface: it names sources behind login walls, sources whose robots.txt refuses us, and sources that returned nothing on the last run and why. Returns `{sources[], coverage}` — per source: id, tag, name, refresh mode, jurisdiction, tier, how it is accessed, what its robots.txt says, how many tenders we hold from it, and its status o…

• verify_documentVerify a document's authenticityread-only

  Forensically inspect a document (PDF or image) for authenticity: tampering signs, AI-generation indicators, arithmetic reconciliation (financial docs), and provenance. USE THIS WHEN someone shares a payslip, bank statement, invoice, receipt, ID, certificate, or contract and asks: is this genuine / real / authentic? has it been edited, doctored, or photoshopped? can I trust this file? (For "did an AI *write* this prose" use `detect_ai_text`; for "are this report's citations real" use `verify_references`. Both are available in this canonical suite.) Provide the docu…

• verify_identityRun an Australian identity checkread-only

  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); a deterministic engine then tallies them against a scheme and reports whether identity is established, and exactly what's still missing if not. USE THIS WHEN someone needs to verify a person's identity from their documents — KYC / onboarding / "do these documents satisfy the 100-point check?" Pass ALL the person's documents together (a passport alone is 70 points; the check nee…

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Last commit

Aug 29, 2026 (2 months ago)

Last release

Aug 29, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name

sh.stipple/openwarrant

Version

0.3.1

Auth

Auth not stated

License

MIT

Repository

github.com/Sketchjar/stipple-mcp

Website

www.stipple.sh/docs/mcp

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql