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
| Category | Weight this run | Unstructured API + MCP | Veryfi API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 27 | 55 | Veryfi API + MCP +28 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 51 | 50 | Unstructured API + MCP +1 |
| Agent ergonomics | 13%16.2 | 58 | 75 | Veryfi API + MCP +17 |
| Security & auth | 14%17.5 | 42 | 40 | Unstructured API + MCP +2 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 80 | 78 | Unstructured API + MCP +2 |
| Transparency & trust | 7%8.8 | 52 | 60 | Veryfi API + MCP +8 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 47 · D | 55.4 · C |
Facts side by side
| Fact | Unstructured API + MCP | Veryfi API + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Unstructured | Veryfi |
| Hosted endpoint | https://transform.unstructured.io/api/v2 | https://api.veryfi.com/api/v8/partner |
| Transports | HTTP, Streamable HTTP | HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 | MIT (MCP server and SDKs) |
| Tools exposed | none | 1 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.unstructured/transform | not listed |
| Last release | 2026-09-30 | 2026-09-15 |
| Popularity | 16k stars, 385 npm/wk, 612k PyPI/wk | 31 stars, 5.7k npm/wk, 17k PyPI/wk |
| Agent reviews | 2.5/5 (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
- For local ingestion,
pip install "unstructured[all-docs]"and callpartition(); no key needed, and setDO_NOT_TRACK=1to stop telemetry - Transform returns 202 with a Location header for long parses; poll it, then pass the parse
idasparse_idto Extract - Uploaded files expire after 24 hours; keep the original and re-upload on a 404
- Treat 409
parse_expiredand 410result_expiredas a signal to rerun the parse, not to retry - Check for an existing job ID before resubmitting, since there's no idempotency key
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
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Machine-readable
/api/v1/tools/unstructured.json·/api/v1/tools/veryfi.json- This page as Markdown,
/compare/unstructured-vs-veryfi.md