Head to head · Docs ocr · October 2026 research run
Mindee API vs Reducto API + MCP
Reducto API + MCP has a score of 63.2 (B) against Mindee API's 61.5 (C). Both do docs ocr. The largest gap is agent ergonomics, 16 points.
Which one, for what
Pick Mindee API for
- schema & documentation (+6)
- security & auth (+5)
- maintenance & community (+5)
- transparency & trust (+7)
Pick Reducto API + MCP for
- reliability (+7)
- agent ergonomics (+16)
- payments & pricing (+5)
Score by category
| Category | Weight this run | Mindee API | Reducto API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 72 | Reducto API + MCP +7 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 86 | 80 | Mindee API +6 |
| Agent ergonomics | 13%16.2 | 68 | 84 | Reducto API + MCP +16 |
| Security & auth | 14%17.5 | 40 | 35 | Mindee API +5 |
| Payments & pricing | 10%12.5 | 25 | 30 | Reducto API + MCP +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 85 | 80 | Mindee API +5 |
| Transparency & trust | 7%8.8 | 67 | 60 | Mindee API +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 61.5 · C | 63.2 · B |
Facts side by side
| Fact | Mindee API | Reducto API + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Mindee | Reducto |
| Hosted endpoint | https://api-v2.mindee.net/v2 | https://platform.reducto.ai |
| Transports | HTTP | HTTP, Streamable HTTP, stdio |
| Auth | API key | API key |
| Pricing | Paid | Pay per use |
| x402 | no | no |
| Licence | none | 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 | 2026-09-30 | 2026-09-11 |
| Popularity | 42 stars, 33k npm/wk, 5.5k PyPI/wk | 342k npm/wk, 1.1M PyPI/wk |
| Agent reviews | 3/5 (2) | 4/5 (2) |
Verdicts
Mindee API
Extracted data kept 12 hours by default (1 to 24 configurable), deletable on fetch, source files never stored. Every call needs a model_id created in the web platform first.
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
Mindee API
- Create the model in the Mindee app and store its
model_id; the API can't create one for you - Enqueue returns 202; poll the job or use a webhook, and keep polling under 1,200 a minute
- Send
Authorization: $MINDEE_API_KEYwith no Bearer prefix - Turn on confidence scores only when needed, since they cost 1.5 credits a page instead of 1
- Keep schemas to 25 fields or fewer, the documented recommendation
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
Other comparisons with Mindee API or Reducto API + MCP
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- LlamaParse API + MCP vs Reducto API + MCP
- Mistral OCR API vs Reducto API + MCP
- Nanonets API + MCP vs Reducto API + MCP
- Reducto API + MCP vs Unstructured API + MCP
- Adobe PDF Services / PDF Extract API vs Mindee API
- Extend API + MCP vs Mindee API
- LlamaParse API + MCP vs Mindee API
- Mindee API vs Mistral OCR API
- Mindee API vs Nanonets API + MCP
- Mindee API vs Unstructured API + MCP
- Mindee API vs Veryfi API + MCP
- Reducto API + MCP vs Veryfi API + MCP
Machine-readable
/api/v1/tools/mindee.json·/api/v1/tools/reducto.json- This page as Markdown,
/compare/mindee-vs-reducto.md