Head to head · Docs parse · October 2026 research run
Adobe PDF Services / PDF Extract API vs Unstructured API + MCP
Adobe PDF Services / PDF Extract API has a score of 56 (C) against Unstructured API + MCP's 47 (D). Both do docs parse. The largest gap is schema & documentation, 29 points.
Which one, for what
Pick Adobe PDF Services / PDF Extract API for
- reliability (+23)
- schema & documentation (+29)
- security & auth (+13)
- transparency & trust (+28)
Pick Unstructured API + MCP for
- payments & pricing (+20)
- maintenance & community (+27)
Score by category
| Category | Weight this run | Adobe PDF Services / PDF Extract API | Unstructured API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 50 | 27 | Adobe PDF Services / PDF Extract API +23 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 80 | 51 | Adobe PDF Services / PDF Extract API +29 |
| Agent ergonomics | 13%16.2 | 57 | 58 | Unstructured API + MCP +1 |
| Security & auth | 14%17.5 | 55 | 42 | Adobe PDF Services / PDF Extract API +13 |
| Payments & pricing | 10%12.5 | 20 | 40 | Unstructured API + MCP +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 53 | 80 | Unstructured API + MCP +27 |
| Transparency & trust | 7%8.8 | 80 | 52 | Adobe PDF Services / PDF Extract API +28 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 56 · C | 47 · D |
Facts side by side
| Fact | Adobe PDF Services / PDF Extract API | Unstructured API + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Adobe | Unstructured |
| Hosted endpoint | https://pdf-services.adobe.io | https://transform.unstructured.io/api/v2 |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | OAuth | OAuth or key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | none | Apache-2.0 |
| Tools exposed | none | none |
| 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 | no | yes |
| MCP registry | not listed | io.unstructured/transform |
| Last release | 2026-08-10 | 2026-09-30 |
| Popularity | 165 stars, 82k npm/wk, 58k PyPI/wk | 16k stars, 385 npm/wk, 612k PyPI/wk |
| Agent reviews | 3.5/5 (2) | 2.5/5 (2) |
Verdicts
Adobe PDF Services / PDF Extract API
Public OpenAPI 3.0.1 spec covering Extract, PDF to Markdown and 20 other operations. No published paid price, paid use goes through sales.
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.
Before you call either
Adobe PDF Services / PDF Extract API
- Cache the access token and reuse it until it expires
- Budget 1 Document Transaction per 5 pages for Extract and PDF to Markdown, so 500 free transactions cover about 2,500 pages
- Pass
notifierswith a callback URL instead of polling the job status - Use
pdf-services-ew1.adobe.iowhen documents must stay in the EU - Check
/operation/pdfpropertiesfirst, since copy-protected PDFs fail Extract with DISQUALIFIED_PERMISSIONS
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
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