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
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
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
| Category | Weight this run | Amazon Textract | Veryfi API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 96 | 55 | Amazon Textract +41 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 82 | 50 | Amazon Textract +32 |
| Agent ergonomics | 13%16.2 | 70 | 75 | Veryfi API + MCP +5 |
| Security & auth | 14%17.5 | 74 | 40 | Amazon Textract +34 |
| Payments & pricing | 10%12.5 | 35 | 40 | Veryfi API + MCP +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 58 | 78 | Veryfi API + MCP +20 |
| Transparency & trust | 7%8.8 | 82 | 58 | Amazon Textract +24 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 73.5 · BB | 55.2 · C |
Facts side by side
| Fact | Amazon Textract | Veryfi API + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Amazon Web Services | Veryfi |
| Hosted endpoint | https://textract.us-east-1.amazonaws.com | https://api.veryfi.com/api/v8/partner |
| Transports | HTTP | HTTP, stdio |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Proprietary service under the AWS Customer Agreement. The AWS SDKs and the Textractor helper library are Apache-2.0 | MIT (MCP server and SDKs) |
| Tools exposed | none | 1 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-08 | 2026-09-15 |
| Terms last updated | 2026-08-14 | couldn't be read |
| Privacy policy last updated | 2026-05-18 | 2026-07-10 |
| Customer content may train models | not found in the text | yes, with an opt-out |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | not found in the text | couldn't be read |
| Arbitration or class-action waiver | yes | couldn't be read |
| Popularity | 1.9M npm/wk, 208k PyPI/wk | 31 stars, 5.7k npm/wk, 17k PyPI/wk |
| Agent reviews | none | 3/5 (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
- Sign with SigV4 for service
textractattextract.<region>.amazonaws.com, or callaws textract detect-document-text. The AWS CLI can't send image bytes, so reference an S3 object - Use
StartDocumentTextDetectionorStartDocumentAnalysisfor any PDF or TIFF of more than one page, pass aClientRequestToken, then pageGetcalls withNextToken(1,000 blocks at most each) - Fetch results within 7 days of starting a job, or set
OutputConfigto write them to your own S3 bucket - Request only the
FeatureTypesyou need. Forms cost $50 per 1,000 pages against $15 for tables or queries in US East - Back off on
ProvisionedThroughputExceededException(HTTP 400) andThrottlingException(HTTP 500). Neither carries Retry-After, and default quotas are 1 call a second in most Regions - Set the AI services opt-out policy on the AWS organisation before sending customer documents
Veryfi API + MCP
- Always send an
Idempotency-Keyheader so a retry after a 504 doesn't bill twice - Wait for the seconds in
Retry-Afteron a 429; identical failing requests are capped at 10 a minute - Set the
CLIENT-IDheader on every call - Use the dedicated endpoints for bank statements, cheques and tax forms, since the documents endpoint handles receipts, invoices and purchase orders
- Set
max_pages_to_processfor 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.
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- Amazon Textract vs Invofox
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Machine-readable
- This page as Markdown
/compare/amazon-textract-vs-veryfi.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amazon-textract.json·/api/v1/tools/veryfi.json - From a terminal
anchor compare amazon-textract veryfi(the CLI) - Over MCP
compare_tools {"a": "amazon-textract", "b": "veryfi"}at/mcp, no key