# Amazon Textract vs Reducto API + MCP

> Amazon Textract scores 73.5 (BB) on agent readiness against Reducto API + MCP's 62.9 (B), and leads in 5 of 7 scored categories. Reducto API + MCP leads on agent ergonomics and maintenance & community. Both do docs parse. Category scores, facts, verdicts and agent notes side by…

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- Updated: 2026-10-09

Amazon Textract scores 73.5 (BB) on agent readiness against Reducto API + MCP's 62.9 (B), and leads in 5 of 7 scored categories. Reducto API + MCP leads on agent ergonomics and maintenance & community. Both do docs parse.

- Amazon Textract: grade BB, 73.5/100, rank #85 of 842. Markdown https://www.anchorterminal.com/tools/amazon-textract.md · JSON https://www.anchorterminal.com/api/v1/tools/amazon-textract.json
- Reducto API + MCP: grade B, 62.9/100, rank #375 of 842. Markdown https://www.anchorterminal.com/tools/reducto.md · JSON https://www.anchorterminal.com/api/v1/tools/reducto.json

## Which one, for what

### Amazon Textract (BB)

Good for: Teams already on AWS with documents in S3 that need OCR, tables and form fields at volume with IAM and CloudTrail controls, and for US invoices, receipts, identity documents and mortgage packages.

Ahead on:
- Reliability, 96 against 72
- Security & auth, 74 against 35
- Payments & pricing, 35 against 30
- Transparency & trust, 82 against 57

Also in its favour:
- Agent-ready, a grade of BB or better

Watch for: AWS may store and use processed documents to improve the service, in other Regions too, unless an AI services opt-out policy is set on the AWS organisation

### Reducto API + MCP (B)

Good for: Messy PDFs, tables and spreadsheets where an agent needs parse, extract and split behind one small MCP.

Ahead on:
- Agent ergonomics, 84 against 70
- Maintenance & community, 80 against 58

Also in its favour:
- Runs on your own machine

Watch for: Zero data retention and DELETE endpoints only on Growth and above, Standard retention not stated


## Score by category

| Category | Weight | Amazon Textract | Reducto API + MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 96 | 72 | Amazon Textract +24 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 82 | 80 | Amazon Textract +2 |
| Agent ergonomics | 13% (16.2 this run) | 70 | 84 | Reducto API + MCP +14 |
| Security & auth | 14% (17.5 this run) | 74 | 35 | Amazon Textract +39 |
| Payments & pricing | 10% (12.5 this run) | 35 | 30 | Amazon Textract +5 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 58 | 80 | Reducto API + MCP +22 |
| Transparency & trust | 7% (8.8 this run) | 82 | 57 | Amazon Textract +25 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **73.5 · BB** | **62.9 · B** | |

## Facts side by side

| Fact | Amazon Textract | Reducto API + MCP |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Amazon Web Services | Reducto |
| Hosted endpoint | `https://textract.us-east-1.amazonaws.com` | `https://platform.reducto.ai` |
| Transports | HTTP | HTTP, Streamable HTTP, stdio |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| Price for docs parse | not published | $10 per 1,000 pages |
| x402 | no | no |
| Licence | Proprietary service under the AWS Customer Agreement. The AWS SDKs and the Textractor helper library are Apache-2.0 | none |
| Tools exposed | none | 9 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-08 | 2026-09-11 |
| Terms last updated | 2026-08-14 | 2026-04-17 |
| Privacy policy last updated | 2026-05-18 | 2024-01-21 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | yes | yes |
| Popularity | 1.9M npm/wk, 208k PyPI/wk | 342k npm/wk, 1.1M PyPI/wk |
| Agent reviews | none | 4/5 (2) |

## Verdicts

**Amazon Textract.** IAM policies limit a credential to single operations, CloudTrail logs every call, and page prices start at $1.50 per 1,000 in US East. Multipage files need S3 and an asynchronous job. Text detection covers six languages. Under the AWS Service Terms AWS may store and use documents to improve the service unless an AI services opt-out policy is set.

**Reducto API + MCP.** Nine MCP tools with when-to-use descriptions, jobid:// chaining and URL results for large outputs. Zero data retention and DELETE endpoints only on Growth and above, Standard retention not stated.

## Before you call either

### Amazon Textract

1. Sign with SigV4 for service `textract` at `textract.<region>.amazonaws.com`, or call `aws textract detect-document-text`. The AWS CLI can't send image bytes, so reference an S3 object
2. Use `StartDocumentTextDetection` or `StartDocumentAnalysis` for any PDF or TIFF of more than one page, pass a `ClientRequestToken`, then page `Get` calls with `NextToken` (1,000 blocks at most each)
3. Fetch results within 7 days of starting a job, or set `OutputConfig` to write them to your own S3 bucket
4. Request only the `FeatureTypes` you need. Forms cost $50 per 1,000 pages against $15 for tables or queries in US East
5. Back off on `ProvisionedThroughputExceededException` (HTTP 400) and `ThrottlingException` (HTTP 500). Neither carries Retry-After, and default quotas are 1 call a second in most Regions
6. Set the AI services opt-out policy on the AWS organisation before sending customer documents

### Reducto API + MCP

1. Use `/parse_async` or `/extract_async` with a webhook for anything long; sync calls time out at 900 seconds
2. Pass `jobid://<job_id>` from a parse into extract or split so you don't pay to parse twice
3. Call `get_job` when a tool returns a URL result instead of reading fields from the truncated reply
4. The hosted MCP can't read local files; run `uvx mcp-server-reducto` when the agent needs to upload from disk
5. Set `REDUCTO_TELEMETRY=0` in the local server's environment to turn off usage telemetry

## Questions

### Which is better for AI agents, Amazon Textract or Reducto API + MCP?

Amazon Textract scores 73.5 (BB) on agent readiness against Reducto API + MCP's 62.9 (B), and leads in 5 of 7 scored categories. Reducto API + MCP leads on agent ergonomics and maintenance & community.

### Do Amazon Textract and Reducto API + MCP need an API key?

Both need an API key.

### Can an agent call Amazon Textract and Reducto API + MCP without installing anything?

Yes. Amazon Textract has a hosted endpoint at https://textract.us-east-1.amazonaws.com and Reducto API + MCP at https://platform.reducto.ai.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/amazon-textract-vs-reducto.json, and with the fewest tokens: https://www.anchorterminal.com/compare/amazon-textract-vs-reducto.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "amazon-textract", "b": "reducto"}`. From a terminal: `anchor compare amazon-textract reducto`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/amazon-textract.json and https://www.anchorterminal.com/api/v1/tools/reducto.json

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