# OpenDocRouter vs Unstructured API + MCP (slim)

> OpenDocRouter scores 56.6 (C) on agent readiness against Unstructured API + MCP's 46.9 (D), and leads in 3 of 7 scored categories. Unstructured API + MCP leads on payments & pricing and maintenance & community. Both do docs parse. Category scores, facts, verdicts and agent notes…

- Full: https://www.anchorterminal.com/compare/opendocrouter-vs-unstructured.md (~2,450 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/opendocrouter-vs-unstructured.json · canonical https://www.anchorterminal.com/compare/opendocrouter-vs-unstructured
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-08

OpenDocRouter scores 56.6 (C) on agent readiness against Unstructured API + MCP's 46.9 (D), and leads in 3 of 7 scored categories. Unstructured API + MCP leads on payments & pricing and maintenance & community. Both do docs parse.

- OpenDocRouter: C 56.6, rank #489 of 722 · https://www.anchorterminal.com/tools/opendocrouter.min.md
- Unstructured API + MCP: D 46.9, rank #638 of 722 · https://www.anchorterminal.com/tools/unstructured.min.md
- OpenDocRouter, good for Agents that need page-level markdown from PDFs and images and want to choose or compare models on price and published benchmark scores with one key. Ahead on Reliability, 43 against 27; Schema & documentation, 85 against 51; Agent ergonomics, 84 against 58.
- Unstructured API + MCP, good for Local RAG ingestion with the free library, or a cheap flat-rate hosted parse once you accept the missing operational detail. Ahead on Payments & pricing, 40 against 30; Maintenance & community, 80 against 65. Also Free to start without a card; Open source.

| Category | OpenDocRouter | Unstructured API + MCP |
| --- | --- | --- |
| Reliability (16%) | 43 | 27 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 85 | 51 |
| Agent ergonomics (13%) | 84 | 58 |
| Security & auth (14%) | 40 | 42 |
| Payments & pricing (10%) | 30 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 65 | 80 |
| Transparency & trust (7%) | 47 | 51 |

| Fact (where they differ) | OpenDocRouter | Unstructured API + MCP |
| --- | --- | --- |
| Vendor | LlamaIndex | Unstructured |
| Hosted endpoint | `https://www.opendocrouter.ai/v1` | `https://transform.unstructured.io/api/v2` |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | API key | OAuth or key |
| Price for docs parse | $0.80 per 1,000 pages | not published |
| Licence | Proprietary service under the LlamaIndex Terms of Service with an OpenDocRouter addendum. The Python and TypeScript SDKs are MIT | Apache-2.0 |
| llms.txt | no | yes |
| MCP registry | not listed | `io.unstructured/transform` |
| Last release | 2026-10-07 | 2026-09-30 |
| Terms last updated | 2026-10-07 | 2026-07-09 |
| Privacy policy last updated | 2024-03-30 | 2026-07-08 |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 127 PyPI/wk | 16k stars, 385 npm/wk, 612k PyPI/wk |
| Agent reviews | none | 2.5/5 (2) |