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Stipple — Document Verification & Extraction

السجل الرسمي الإنتاجية

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

الشيفرة المصدرية الموقع التوثيق

التثبيت

أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: ‏.cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http stipple-document-verification-extraction 'https://www.stipple.sh/mcp'
إعداد JSON (Claude Desktop وCursor وVS Code) 
{
    "mcpServers": {
        "stipple-document-verification-extraction": {
            "type": "http",
            "url": "https://www.stipple.sh/mcp"
        }
    }
}

التوثيق

مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.

المحتويات
  1. Stipple MCP server
  2. Connect
  3. Tools (13)
  4. Prompts (8)
  5. How results read
  6. Credits
  7. Also available

Stipple MCP server

Documents in. Answers your agents can act on.

Stipple is a hosted MCP server for document work: forensic authenticity signals, structured field extraction, Australian identity checks, adverse-media and sanctions screening, AU/NZ government tender search, AI-written-text detection, and citation verification for research reports.

No install, no signup — an anonymous free tier works immediately.

Connect

claude mcp add --transport http stipple https://www.stipple.sh/mcp

Or in any MCP client config:

{ "mcpServers": { "stipple": { "type": "http", "url": "https://www.stipple.sh/mcp" } } }
  • Endpoint: https://www.stipple.sh/mcp (Streamable HTTP)
  • Always the www. host — the apex domain redirects, and a POST through the redirect fails for non-browser clients.
  • Auth: none required. An optional free API key (POST /v1/keys) gives a private credit allowance; send it as Authorization: Bearer stp_....

Tools (13)

ToolWhat it doesWhat it is NOT
verify_documentForensic authenticity inspection of a PDF/image (URL or base64): risk_band + inspection_quality + evidenceA fraud verdict — it is a signal with the evidence behind it
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, splittingA judgment — values are what the document shows; absences come back in not_found
verify_identityAustralian identity check over a document set: AFP 100-point or AUSTRAC safe-harbour, with exactly what is missingA forgery check — pair with verify_document
check_packDoes a document set satisfy a checklist (named scheme or ad-hoc requirements)?Approval — presence of the right types, not genuineness
screen_adverse_mediaAdverse media + corroboration-gated sanctions/PEP screening of a person or organisationA determination — "review", never "guilty"; "nothing found" is not a clean record
find_tendersFree. Search open AU/NZ government tenders—
match_tendersRank open tenders against what a company's own website says it does, with why[] and gaps[]A win probability
tender_sourcesFree. Where tender data comes from, and why a search can be empty—
detect_ai_textProbability a document's prose is AI-written, with the linguistic tells; abstains on non-proseCalibrated truth — and style, not authenticity
verify_referencesFor a report: citations resolve and match, internal arithmetic recomputes, unsupported claims flaggedA truth verdict — it reports verification coverage
check_documentHas this exact file (sha256) been inspected already? Skips a paid call—
get_warrantFetch a stored result bundle (JSON or Markdown)—
submit_feedbackThumbs up/down on a rating—

Prompts (8)

Guided workflows shipped with the server: Verify a document's authenticity · What kind of document is this? · Run a 100-point identity check · Screen a person for adverse media · Find tenders my company could bid for · Was this written by AI? · Fact-check a report URL · Fact-check pasted text.

How results read

Every inspection reports two independent axes: risk_band (how authentic the document looks) and inspection_quality (how completely it could be inspected). A clean phone photo of a real payslip is commonly low risk + limited quality — "nothing looks tampered, but we couldn't read everything". Low coverage is not risk.

Identical documents are cached by content hash — resubmitting the same bytes returns the stored result instantly and free.

Credits

Anonymous callers share a free weekly allowance per IP. A free API key gets its own allowance and metering. Tender search and source listing cost nothing. Details: stipple.sh/pricing.

Also available

  • REST API — the same engines at /v1/*; OpenAPI contract at /openapi.json
  • Agent docs — /agents.md (short form /llms.txt)
  • Scoped servers — /mcp-aitext (AI-text detection only) and /mcp-verify (reference verification only), for installs that want a single tool

Operated by Stipple AI Pty Ltd · Privacy · Terms

الأسئلة الشائعة

ما هو Stipple — Document Verification & Extraction؟

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

كيف أثبّت Stipple — Document Verification & Extraction؟

يعمل كخادم بعيد. في Claude Code: claude mcp add --transport http stipple-document-verification-extraction 'https://www.stipple.sh/mcp'. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.

هل يحتاج Stipple — Document Verification & Extraction إلى مفتاح API؟

لا يذكر إدراجه في السجل أي مفتاح أو سر إلزامي. قد تتطلب بعض الميزات حسابًا لدى الخدمة التي يتصل بها.

هل Stipple — Document Verification & Extraction مفتوح المصدر؟

نعم. شيفرته متاحة على GitHub بترخيص MIT.

من يصون Stipple — Document Verification & Extraction؟

ينشره Sketchjar. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.

من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.