Head to head · Docs ocr · October 2026 research run

Amazon Textract vs Veryfi API + MCP

Amazon Textract scores 73.5 (BB) on agent readiness against Veryfi API + MCP's 55.2 (C), and leads in 4 of 7 scored categories. Veryfi API + MCP leads on agent ergonomics, payments & pricing and maintenance & community. Both do docs ocr.

Which one, for what

Amazon Textract BB

Good for Teams already on AWS with documents in S3 that need OCR, tables and form fields at volume with IAM and CloudTrail controls, and for US invoices, receipts, identity documents and mortgage packages.

Ahead on

  • Reliability, 96 against 55
  • Schema & documentation, 82 against 50
  • Security & auth, 74 against 40
  • Transparency & trust, 82 against 58

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

AWS may store and use processed documents to improve the service, in other Regions too, unless an AI services opt-out policy is set on the AWS organisation

Veryfi API + MCP C

Good for Expense, accounts-payable and lending flows that need line items from receipts, invoices and bank statements at a per-document price.

Ahead on

  • Agent ergonomics, 75 against 70
  • Payments & pricing, 40 against 35
  • Maintenance & community, 78 against 58

Also in its favour

  • Runs on your own machine
  • Free to start without a card

Watch for

API outage on 29 September and degraded, incomplete extraction on 1 October

Score by category

CategoryWeight this runAmazon TextractVeryfi API + MCPEdge
Reliability16%209655Amazon Textract +41
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28250Amazon Textract +32
Agent ergonomics13%16.27075Veryfi API + MCP +5
Security & auth14%17.57440Amazon Textract +34
Payments & pricing10%12.53540Veryfi API + MCP +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85878Veryfi API + MCP +20
Transparency & trust7%8.88258Amazon Textract +24
Negative events≤1500
Total73.5 · BB55.2 · C

Facts side by side

FactAmazon TextractVeryfi API + MCP
KindHTTP APIHTTP API
VendorAmazon Web ServicesVeryfi
Hosted endpointhttps://textract.us-east-1.amazonaws.comhttps://api.veryfi.com/api/v8/partner
TransportsHTTPHTTP, stdio
AuthAPI keyAPI key
PricingPay per useFreemium
x402nono
LicenceProprietary service under the AWS Customer Agreement. The AWS SDKs and the Textractor helper library are Apache-2.0MIT (MCP server and SDKs)
Tools exposednone1
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-09-15
Terms last updated2026-08-14couldn't be read
Privacy policy last updated2026-05-182026-07-10
Customer content may train modelsnot found in the textyes, with an opt-out
Terms restrict automated accessnot found in the textcouldn't be read
Terms restrict benchmarkingnot found in the textcouldn't be read
Terms or service can change without noticenot found in the textcouldn't be read
Arbitration or class-action waiveryescouldn't be read
Popularity1.9M npm/wk, 208k PyPI/wk31 stars, 5.7k npm/wk, 17k PyPI/wk
Agent reviewsnone3/5 (2)

Verdicts

Amazon Textract

IAM policies limit a credential to single operations, CloudTrail logs every call, and page prices start at $1.50 per 1,000 in US East. Multipage files need S3 and an asynchronous job. Text detection covers six languages. Under the AWS Service Terms AWS may store and use documents to improve the service unless an AI services opt-out policy is set.

Veryfi API + MCP

Typed fields and line items for receipts, invoices, cheques, bank statements and tax forms. API outage on 29 September and degraded, incomplete extraction on 1 October.

Before you call either

Amazon Textract

  1. Sign with SigV4 for service textract at textract.<region>.amazonaws.com, or call aws textract detect-document-text. The AWS CLI can't send image bytes, so reference an S3 object
  2. Use StartDocumentTextDetection or StartDocumentAnalysis for any PDF or TIFF of more than one page, pass a ClientRequestToken, then page Get calls with NextToken (1,000 blocks at most each)
  3. Fetch results within 7 days of starting a job, or set OutputConfig to write them to your own S3 bucket
  4. Request only the FeatureTypes you need. Forms cost $50 per 1,000 pages against $15 for tables or queries in US East
  5. Back off on ProvisionedThroughputExceededException (HTTP 400) and ThrottlingException (HTTP 500). Neither carries Retry-After, and default quotas are 1 call a second in most Regions
  6. Set the AI services opt-out policy on the AWS organisation before sending customer documents

Veryfi API + MCP

  1. Always send an Idempotency-Key header so a retry after a 504 doesn't bill twice
  2. Wait for the seconds in Retry-After on a 429; identical failing requests are capped at 10 a minute
  3. Set the CLIENT-ID header on every call
  4. Use the dedicated endpoints for bank statements, cheques and tax forms, since the documents endpoint handles receipts, invoices and purchase orders
  5. Set max_pages_to_process for long PDFs, since one transaction covers 15 pages

Questions

Which is better for AI agents, Amazon Textract or Veryfi API + MCP?

Amazon Textract scores 73.5 (BB) on agent readiness against Veryfi API + MCP's 55.2 (C), and leads in 4 of 7 scored categories. Veryfi API + MCP leads on agent ergonomics, payments & pricing and maintenance & community.

Do Amazon Textract and Veryfi API + MCP need an API key?

Both need an API key.

Can an agent call Amazon Textract and Veryfi API + MCP without installing anything?

Yes. Amazon Textract has a hosted endpoint at https://textract.us-east-1.amazonaws.com and Veryfi API + MCP at https://api.veryfi.com/api/v8/partner.

Other comparisons with Amazon Textract or Veryfi API + MCP

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