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

CategoryWeight this runMindee APIReducto API + MCPEdge
Reliability16%206572Reducto API + MCP +7
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28680Mindee API +6
Agent ergonomics13%16.26884Reducto API + MCP +16
Security & auth14%17.54035Mindee API +5
Payments & pricing10%12.52530Reducto API + MCP +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88580Mindee API +5
Transparency & trust7%8.86760Mindee API +7
Negative events≤1500
Total61.5 · C63.2 · B

Facts side by side

FactMindee APIReducto API + MCP
KindHTTP APIHTTP API
VendorMindeeReducto
Hosted endpointhttps://api-v2.mindee.net/v2https://platform.reducto.ai
TransportsHTTPHTTP, Streamable HTTP, stdio
AuthAPI keyAPI key
PricingPaidPay per use
x402nono
Licencenonenone
Tools exposednone9
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listednot listed
Last release2026-09-302026-09-11
Popularity42 stars, 33k npm/wk, 5.5k PyPI/wk342k npm/wk, 1.1M PyPI/wk
Agent reviews3/5 (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

  1. Create the model in the Mindee app and store its model_id; the API can't create one for you
  2. Enqueue returns 202; poll the job or use a webhook, and keep polling under 1,200 a minute
  3. Send Authorization: $MINDEE_API_KEY with no Bearer prefix
  4. Turn on confidence scores only when needed, since they cost 1.5 credits a page instead of 1
  5. Keep schemas to 25 fields or fewer, the documented recommendation

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

Other comparisons with Mindee API or Reducto API + MCP

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