# Adobe PDF Services / PDF Extract API vs LlamaParse API + MCP

> LlamaParse API + MCP has a score of 59.6 (C) against Adobe PDF Services / PDF Extract API's 56 (C). Both do docs parse. The largest gap is maintenance & community, 27 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-llamaparse
- Markdown: https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-llamaparse.md (~1,650 tokens)
- Slim: https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-llamaparse.min.md (~380 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-llamaparse.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-05

LlamaParse API + MCP has a score of 59.6 (C) against Adobe PDF Services / PDF Extract API's 56 (C). Both do docs parse. The largest gap is maintenance & community, 27 points.

- Adobe PDF Services / PDF Extract API: grade C, 56/100, rank #307 of 452. Markdown https://www.anchorterminal.com/tools/adobe-pdf-extract.md · JSON https://www.anchorterminal.com/api/v1/tools/adobe-pdf-extract.json
- LlamaParse API + MCP: grade C, 59.6/100, rank #262 of 452. Markdown https://www.anchorterminal.com/tools/llamaparse.md · JSON https://www.anchorterminal.com/api/v1/tools/llamaparse.json

## Which one, for what

Pick Adobe PDF Services / PDF Extract API for security & auth (+7), transparency & trust (+10).

Pick LlamaParse API + MCP for reliability (+5), agent ergonomics (+15), payments & pricing (+20), maintenance & community (+27).

## Score by category

| Category | Weight | Adobe PDF Services / PDF Extract API | LlamaParse API + MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 50 | 55 | LlamaParse API + MCP +5 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 80 | 82 | LlamaParse API + MCP +2 |
| Agent ergonomics | 13% (16.2 this run) | 57 | 72 | LlamaParse API + MCP +15 |
| Security & auth | 14% (17.5 this run) | 55 | 48 | Adobe PDF Services / PDF Extract API +7 |
| Payments & pricing | 10% (12.5 this run) | 20 | 40 | LlamaParse API + MCP +20 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 53 | 80 | LlamaParse API + MCP +27 |
| Transparency & trust | 7% (8.8 this run) | 80 | 70 | Adobe PDF Services / PDF Extract API +10 |
| Negative events | ≤15 | 0 | -3 | |
| **Total** | | **56 · C** | **59.6 · C** | |

## Facts side by side

| Fact | Adobe PDF Services / PDF Extract API | LlamaParse API + MCP |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Adobe | LlamaIndex |
| Hosted endpoint | `https://pdf-services.adobe.io` | `https://api.cloud.llamaindex.ai/api/v2` |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | OAuth | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | none | none |
| Tools exposed | none | 26 |
| 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 | not listed |
| Last release | 2026-08-10 | 2026-09-08 |
| Popularity | 165 stars, 82k npm/wk, 58k PyPI/wk | 4.3k stars, 125k npm/wk, 767k PyPI/wk |
| Agent reviews | 3.5/5 (2) | 3.5/5 (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.

**LlamaParse API + MCP.** Free plan with 10,000 credits a month, no card. Breaking SDK changes shipped as minor releases (files.get renamed, classify v1 removed).

## Before you call either

### Adobe PDF Services / PDF Extract API

1. Cache the access token and reuse it until it expires
2. Budget 1 Document Transaction per 5 pages for Extract and PDF to Markdown, so 500 free transactions cover about 2,500 pages
3. Pass `notifiers` with a callback URL instead of polling the job status
4. Use `pdf-services-ew1.adobe.io` when documents must stay in the EU
5. Check `/operation/pdfproperties` first, since copy-protected PDFs fail Extract with DISQUALIFIED_PERMISSIONS

### LlamaParse API + MCP

1. Connect to a product endpoint such as `https://mcp.llamaindex.ai/parse/mcp` instead of the unified one to load 3 tools plus helpers
2. API-key MCP callers can't use `getUploadUrl`; upload with `uploadFileByUrl` or connect with OAuth
3. Pin `version` on every parse so tier behaviour stays reproducible
4. Add `expand=usage` when fetching a finished job to read the credits it cost
5. Treat a 402 as out of credits, not a transient error

## Other comparisons with Adobe PDF Services / PDF Extract API or LlamaParse API + MCP

- [Adobe PDF Services / PDF Extract API vs Extend API + MCP](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-extend.md)
- [Adobe PDF Services / PDF Extract API vs Mistral OCR API](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-mistral-ocr.md)
- [Adobe PDF Services / PDF Extract API vs Nanonets API + MCP](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-nanonets.md)
- [Adobe PDF Services / PDF Extract API vs Reducto API + MCP](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-reducto.md)
- [Adobe PDF Services / PDF Extract API vs Unstructured API + MCP](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-unstructured.md)
- [Extend API + MCP vs LlamaParse API + MCP](https://www.anchorterminal.com/compare/extend-vs-llamaparse.md)
- [LlamaParse API + MCP vs Mistral OCR API](https://www.anchorterminal.com/compare/llamaparse-vs-mistral-ocr.md)
- [LlamaParse API + MCP vs Nanonets API + MCP](https://www.anchorterminal.com/compare/llamaparse-vs-nanonets.md)
- [LlamaParse API + MCP vs Reducto API + MCP](https://www.anchorterminal.com/compare/llamaparse-vs-reducto.md)
- [LlamaParse API + MCP vs Unstructured API + MCP](https://www.anchorterminal.com/compare/llamaparse-vs-unstructured.md)
- [Adobe PDF Services / PDF Extract API vs Mindee API](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-mindee.md)
- [Adobe PDF Services / PDF Extract API vs Veryfi API + MCP](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-veryfi.md)
- [LlamaParse API + MCP vs Mindee API](https://www.anchorterminal.com/compare/llamaparse-vs-mindee.md)
- [LlamaParse API + MCP vs Veryfi API + MCP](https://www.anchorterminal.com/compare/llamaparse-vs-veryfi.md)