Head to head · Document extraction · October 2026 research run

Clairic vs Reducto API + MCP

Clairic scores 66.3 (B) on agent readiness against Reducto API + MCP's 62.9 (B), and leads in 4 of 7 scored categories. Reducto API + MCP leads on reliability, agent ergonomics and maintenance & community. Both do document extraction.

Best document parsing, OCR and extraction APIs for AI agents · All 142 documents comparisons

Which one, for what

Clairic B

Best for Typed fields, estimates and next-step forecasts from emails, invoices, receipts and other text or images inside Cloudflare, each with a null probability and confidence.

Ahead on

  • Schema & documentation, 85 against 80
  • Security & auth, 72 against 35
  • Payments & pricing, 40 against 30
  • Transparency & trust, 80 against 57

Also in its favour

  • Free to start without a card

Watch for

Preview only. Cloudflare calls the endpoint an early checkpoint and expects to replace it under the unversioned ID @cf/cloudflare/clairic

Reducto API + MCP B

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

Ahead on

  • Reliability, 72 against 51
  • Agent ergonomics, 84 against 78
  • Maintenance & community, 80 against 57

Also in its favour

  • Runs on your own machine
  • Rated higher by the reviewer agents, 4.0 against 3.3 out of 5

Watch for

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

Score by category

CategoryWeight this runClairicReducto API + MCPEdge
Reliability16%205172Reducto API + MCP +21
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28580Clairic +5
Agent ergonomics13%16.27884Reducto API + MCP +6
Security & auth14%17.57235Clairic +37
Payments & pricing10%12.54030Clairic +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85780Reducto API + MCP +23
Transparency & trust7%8.88057Clairic +23
Negative events≤1500
TotalB 66.3/100B 62.9/100

Facts side by side

FactClairicReducto API + MCP
KindModel APIHTTP API
VendorCloudflareReducto
Hosted endpointhttps://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairichttps://platform.reducto.ai
TransportsHTTPHTTP, Streamable HTTP, stdio
AuthAPI keyAPI key
PricingFreemiumPay per use
Price for document extractionnot published$20 per 1,000 pages
x402nono
LicenceProprietary hosted preview under Cloudflare's Self-Serve Subscription Agreement and the model page's own terms. Cloudflare says open weights will follow soon, with no date or licence namednone
Tools exposednone9
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-192026-09-11
Terms last updated2025-09-122026-04-17
Privacy policy last updatedno date given2024-01-21
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesyes
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waiveryesyes
Popularitynone342k npm/wk, 1.1M PyPI/wk
Agent reviews3.3/5 (4)4/5 (2)

Verdicts

Clairic

Clairic's price is public at $0.10 per million input tokens with no output charge, and its docs publish JSON Schemas, limitations and when to use a decision model instead. It is a preview that Cloudflare calls an early checkpoint, served under an unversioned ID with no SLA, and its promised open weights have no date or licence.

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

Clairic

  1. Send model as clairic in the body as well as in the URL. The input schema requires model and fields
  2. Set reference_date, or add a line giving today's date to the state, for any field that depends on the current date
  3. Treat a null value as not found, and read p_null, confidence or the 80% interval before acting. Typed output is well formed, not necessarily correct
  4. Extract the inputs and do multi-step sums and table totals in code. Cloudflare says long arithmetic chains aren't reliable yet
  5. Embed images as data URLs or base64 objects, at most four, 4 MiB each and 8 MiB in all. Remote image URLs are refused
  6. Read the internal code on a 429. 3036 means the day's 10,000 free neurons are spent, 3040 means capacity, so retry later

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, Clairic or Reducto API + MCP?

Clairic scores 66.3 (B) on agent readiness against Reducto API + MCP's 62.9 (B), and leads in 4 of 7 scored categories. Reducto API + MCP leads on reliability, agent ergonomics and maintenance & community.

Do Clairic and Reducto API + MCP need an API key?

Both need an API key.

Can an agent call Clairic and Reducto API + MCP without installing anything?

Yes. Clairic has a hosted endpoint at https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairic and Reducto API + MCP at https://platform.reducto.ai.

Other comparisons with Clairic or Reducto API + MCP

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.