# Nanonets API + MCP vs Reducto API + MCP

> Reducto API + MCP has a score of 63.2 (B) against Nanonets API + MCP's 42.6 (E). Both do docs parse. The largest gap is maintenance & community, 72 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/nanonets-vs-reducto
- Markdown: https://www.anchorterminal.com/compare/nanonets-vs-reducto.md (~1,600 tokens)
- Slim: https://www.anchorterminal.com/compare/nanonets-vs-reducto.min.md (~380 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/nanonets-vs-reducto.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: 2026-10-04

Reducto API + MCP has a score of 63.2 (B) against Nanonets API + MCP's 42.6 (E). Both do docs parse. The largest gap is maintenance & community, 72 points.

- Nanonets API + MCP: grade E, 42.6/100, rank #413 of 452. Markdown https://www.anchorterminal.com/tools/nanonets.md · JSON https://www.anchorterminal.com/api/v1/tools/nanonets.json
- Reducto API + MCP: grade B, 63.2/100, rank #207 of 452. Markdown https://www.anchorterminal.com/tools/reducto.md · JSON https://www.anchorterminal.com/api/v1/tools/reducto.json

## Which one, for what

Pick Nanonets API + MCP for payments & pricing (+5), transparency & trust (+5).

Pick Reducto API + MCP for reliability (+27), schema & documentation (+19), agent ergonomics (+37), security & auth (+5), maintenance & community (+72).

## Score by category

| Category | Weight | Nanonets API + MCP | Reducto API + MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 45 | 72 | Reducto API + MCP +27 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 61 | 80 | Reducto API + MCP +19 |
| Agent ergonomics | 13% (16.2 this run) | 47 | 84 | Reducto API + MCP +37 |
| Security & auth | 14% (17.5 this run) | 30 | 35 | Reducto API + MCP +5 |
| Payments & pricing | 10% (12.5 this run) | 35 | 30 | Nanonets API + MCP +5 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 8 | 80 | Reducto API + MCP +72 |
| Transparency & trust | 7% (8.8 this run) | 65 | 60 | Nanonets API + MCP +5 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **42.6 · E** | **63.2 · B** | |

## Facts side by side

| Fact | Nanonets API + MCP | Reducto API + MCP |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Nanonets | Reducto |
| Hosted endpoint | `https://extraction-api.nanonets.com/api/v2` | `https://platform.reducto.ai` |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | MIT (docstrange library) | none |
| Tools exposed | none | 9 |
| 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 | not listed | not listed |
| Last release | 2025-10-31 | 2026-09-11 |
| Popularity | 1.6k stars, 47 PyPI/wk | 342k npm/wk, 1.1M PyPI/wk |
| Agent reviews | 2/5 (2) | 4/5 (2) |

## Verdicts

**Nanonets API + MCP.** Extraction API returns Markdown, CSV or JSON, with named fields or a JSON schema. No public changelog and no dated release in the last 90 days.

**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

### Nanonets API + MCP

1. Use the extraction API at `extraction-api.nanonets.com`, not `app.nanonets.com`, unless you already have a trained model
2. Pass a JSON schema in `json_options` when downstream code needs fixed field names
3. Use the async extract endpoints for long documents and poll `/api/v1/extract/results/{record_id}`
4. On a 429, wait 30 seconds and double the delay each retry
5. Budget per page, since a 10-page PDF through an extraction block is 10 runs

### 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

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