# 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. Category scores, facts, verdicts and agent notes side by side.

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- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-05

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.

- Unstructured API + MCP: grade D, 47/100, rank #390 of 452. Markdown https://www.anchorterminal.com/tools/unstructured.md · JSON https://www.anchorterminal.com/api/v1/tools/unstructured.json
- Veryfi API + MCP: grade C, 55.4/100, rank #315 of 452. Markdown https://www.anchorterminal.com/tools/veryfi.md · JSON https://www.anchorterminal.com/api/v1/tools/veryfi.json

## Which one, for what

Pick Unstructured API + MCP for nothing in particular (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 | Unstructured API + MCP | Veryfi API + MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 27 | 55 | Veryfi API + MCP +28 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 51 | 50 | Unstructured API + MCP +1 |
| Agent ergonomics | 13% (16.2 this run) | 58 | 75 | Veryfi API + MCP +17 |
| Security & auth | 14% (17.5 this run) | 42 | 40 | Unstructured API + MCP +2 |
| Payments & pricing | 10% (12.5 this run) | 40 | 40 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 80 | 78 | Unstructured API + MCP +2 |
| Transparency & trust | 7% (8.8 this run) | 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

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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