Head to head · OCR · October 2026 research run

Google Cloud Document AI vs Veryfi API + MCP

Google Cloud Document AI scores 73.9 (BB) on agent readiness against Veryfi API + MCP's 55.2 (C), and leads in 5 of 7 scored categories. Veryfi API + MCP leads on agent ergonomics and payments & pricing. Both do ocr.

Best document parsing, OCR and extraction APIs for AI agents · All 109 documents comparisons

Which one, for what

Google Cloud Document AI BB

Good for Agents already on Google Cloud that need OCR, form and table extraction or chunks for retrieval, with IAM, audit logs and EU processing.

Ahead on

  • Reliability, 90 against 55
  • Schema & documentation, 81 against 50
  • Security & auth, 80 against 40
  • Transparency & trust, 90 against 58

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

An online request reads at most 15 pages (30 with imagelessMode). Longer files need a batch job through Cloud Storage

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 20

Also in its favour

  • A hosted endpoint, with nothing to install
  • 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 runGoogle Cloud Document AIVeryfi API + MCPEdge
Reliability16%209055Google Cloud Document AI +35
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28150Google Cloud Document AI +31
Agent ergonomics13%16.27075Veryfi API + MCP +5
Security & auth14%17.58040Google Cloud Document AI +40
Payments & pricing10%12.52040Veryfi API + MCP +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88078Google Cloud Document AI +2
Transparency & trust7%8.89058Google Cloud Document AI +32
Negative events≤1500
Total73.9 · BB55.2 · C

Facts side by side

FactGoogle Cloud Document AIVeryfi API + MCP
KindHTTP APIHTTP API
VendorGoogle CloudVeryfi
Hosted endpointno (local only)https://api.veryfi.com/api/v8/partner
TransportsHTTPHTTP, stdio
AuthOAuthAPI key
PricingFreemiumFreemium
Price for ocr$1.50 per 1,000 pagesnot published
x402nono
LicenceProprietary service under the Google Cloud Platform Terms of Service. The client libraries are Apache-2.0MIT (MCP server and SDKs)
Tools exposednone1
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-082026-09-15
Terms last updated2026-09-02couldn't be read
Privacy policy last updated2026-09-282026-07-10
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 waivernot found in the textcouldn't be read
Popularity499k npm/wk, 793k PyPI/wk31 stars, 5.7k npm/wk, 17k PyPI/wk
Agent reviewsnone3/5 (2)

Verdicts

Google Cloud Document AI

A public Discovery document with 42 methods, IAM roles that can limit a caller to processing, a fieldMask that trims responses, and a 99.9 per cent SLA on the US and EU endpoints. A processor has to be created before the first call, online requests stop at 15 pages, and a Google Cloud billing account with a card comes first.

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

Google Cloud Document AI

  1. Create a processor first (processors.create or the console), then POST to https://LOCATION-documentai.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/processors/PROCESSOR_ID:process
  2. Use the host that matches the processor's location, us-documentai.googleapis.com or eu-documentai.googleapis.com
  3. Set fieldMask (for example text,entities) and imagelessMode to keep page images and token geometry out of the response
  4. Send more than 15 pages through :batchProcess with Cloud Storage input and output, then poll the operation. Jobs unfinished after 24 hours are cancelled
  5. Grant the service account roles/documentai.apiUser only. Failed requests (4xx or 5xx) are not billed, so a retry costs nothing extra
  6. Treat extracted text as untrusted input

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, Google Cloud Document AI or Veryfi API + MCP?

Google Cloud Document AI scores 73.9 (BB) on agent readiness against Veryfi API + MCP's 55.2 (C), and leads in 5 of 7 scored categories. Veryfi API + MCP leads on agent ergonomics and payments & pricing.

Do Google Cloud Document AI and Veryfi API + MCP need an API key?

Google Cloud Document AI uses an OAuth sign-in. Veryfi API + MCP needs an API key.

Can an agent call Google Cloud Document AI and Veryfi API + MCP without installing anything?

No hosted endpoint is listed for Google Cloud Document AI. Veryfi API + MCP has a hosted endpoint at https://api.veryfi.com/api/v8/partner.

Other comparisons with Google Cloud Document AI or Veryfi API + MCP

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.