Head to head · Docs parse · October 2026 research run
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.
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 this run | Nanonets API + MCP | Reducto API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 72 | Reducto API + MCP +27 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 61 | 80 | Reducto API + MCP +19 |
| Agent ergonomics | 13%16.2 | 47 | 84 | Reducto API + MCP +37 |
| Security & auth | 14%17.5 | 30 | 35 | Reducto API + MCP +5 |
| Payments & pricing | 10%12.5 | 35 | 30 | Nanonets API + MCP +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 8 | 80 | Reducto API + MCP +72 |
| Transparency & trust | 7%8.8 | 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
- Use the extraction API at
extraction-api.nanonets.com, notapp.nanonets.com, unless you already have a trained model - Pass a JSON schema in
json_optionswhen downstream code needs fixed field names - Use the async extract endpoints for long documents and poll
/api/v1/extract/results/{record_id} - On a 429, wait 30 seconds and double the delay each retry
- Budget per page, since a 10-page PDF through an extraction block is 10 runs
Reducto API + MCP
- Use
/parse_asyncor/extract_asyncwith a webhook for anything long; sync calls time out at 900 seconds - Pass
jobid://<job_id>from a parse into extract or split so you don't pay to parse twice - Call
get_jobwhen a tool returns a URL result instead of reading fields from the truncated reply - The hosted MCP can't read local files; run
uvx mcp-server-reductowhen the agent needs to upload from disk - Set
REDUCTO_TELEMETRY=0in the local server's environment to turn off usage telemetry
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Machine-readable
/api/v1/tools/nanonets.json·/api/v1/tools/reducto.json- This page as Markdown,
/compare/nanonets-vs-reducto.md