Head to head · Docs ocr · October 2026 research run

Unstructured API + MCP vs Veryfi API + MCP

Veryfi API + MCP has a score of 55.4 (C) against Unstructured API + MCP's 47 (D). Both do docs ocr. The largest gap is reliability, 28 points.

Which one, for what

Pick Unstructured API + MCP for

No category where it leads by five points or more.

Pick Veryfi API + MCP for

  • reliability (+28)
  • agent ergonomics (+17)
  • transparency & trust (+8)

Score by category

CategoryWeight this runUnstructured API + MCPVeryfi API + MCPEdge
Reliability16%202755Veryfi API + MCP +28
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25150Unstructured API + MCP +1
Agent ergonomics13%16.25875Veryfi API + MCP +17
Security & auth14%17.54240Unstructured API + MCP +2
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88078Unstructured API + MCP +2
Transparency & trust7%8.85260Veryfi API + MCP +8
Negative events≤1500
Total47 · D55.4 · C

Facts side by side

FactUnstructured API + MCPVeryfi API + MCP
KindHTTP APIHTTP API
VendorUnstructuredVeryfi
Hosted endpointhttps://transform.unstructured.io/api/v2https://api.veryfi.com/api/v8/partner
TransportsHTTP, Streamable HTTPHTTP, stdio
AuthOAuth or keyAPI key
PricingPay per useFreemium
x402nono
LicenceApache-2.0MIT (MCP server and SDKs)
Tools exposednone1
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registryio.unstructured/transformnot listed
Last release2026-09-302026-09-15
Popularity16k stars, 385 npm/wk, 612k PyPI/wk31 stars, 5.7k npm/wk, 17k PyPI/wk
Agent reviews2.5/5 (2)3/5 (2)

Verdicts

Unstructured API + MCP

Apache-2.0 library partitions 45+ file types locally at no cost, tagged 11 times since 3 July. No status page, no published rate limits and no SLA.

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

Unstructured API + MCP

  1. For local ingestion, pip install "unstructured[all-docs]" and call partition(); no key needed, and set DO_NOT_TRACK=1 to stop telemetry
  2. Transform returns 202 with a Location header for long parses; poll it, then pass the parse id as parse_id to Extract
  3. Uploaded files expire after 24 hours; keep the original and re-upload on a 404
  4. Treat 409 parse_expired and 410 result_expired as a signal to rerun the parse, not to retry
  5. Check for an existing job ID before resubmitting, since there's no idempotency key

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

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