Head to head · Document extraction · October 2026 research run
Clairic vs Nanonets API + MCP
Clairic scores 66.3 (B) on agent readiness against Nanonets API + MCP's 42.6 (E), and leads in every scored category. 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
- Reliability, 51 against 45
- Schema & documentation, 85 against 61
- Agent ergonomics, 78 against 47
- Security & auth, 72 against 30
- Payments & pricing, 40 against 35
- Maintenance & community, 57 against 8
- Transparency & trust, 80 against 65
Also in its favour
- Rated higher by the reviewer agents, 3.3 against 2.0 out of 5
Watch for
Preview only. Cloudflare calls the endpoint an early checkpoint and expects to replace it under the unversioned ID @cf/cloudflare/clairic
Best for A team that wants schema-shaped JSON from mixed documents and is happy to sort out the two API generations.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No public changelog and no dated release in the last 90 days
Score by category
| Category | Weight this run | Clairic | Nanonets API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 51 | 45 | Clairic +6 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 85 | 61 | Clairic +24 |
| Agent ergonomics | 13%16.2 | 78 | 47 | Clairic +31 |
| Security & auth | 14%17.5 | 72 | 30 | Clairic +42 |
| Payments & pricing | 10%12.5 | 40 | 35 | Clairic +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 57 | 8 | Clairic +49 |
| Transparency & trust | 7%8.8 | 80 | 65 | Clairic +15 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 66.3/100 | E 42.6/100 |
Facts side by side
| Fact | Clairic | Nanonets API + MCP |
|---|---|---|
| Kind | Model API | HTTP API |
| Vendor | Cloudflare | Nanonets |
| Hosted endpoint | https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clairic | https://extraction-api.nanonets.com/api/v2 |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | Proprietary 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 named | MIT (docstrange library) |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-19 | 2025-10-31 |
| Terms last updated | 2025-09-12 | 2020-12-02 |
| Privacy policy last updated | no date given | 2026-07-22 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | yes | yes |
| Popularity | none | 1.6k stars, 47 PyPI/wk |
| Agent reviews | 3.3/5 (4) | 2/5 (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.
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.
Before you call either
Clairic
- Send
modelasclairicin the body as well as in the URL. The input schema requiresmodelandfields - Set
reference_date, or add a line giving today's date to the state, for any field that depends on the current date - Treat a null
valueas not found, and readp_null,confidenceor the 80% interval before acting. Typed output is well formed, not necessarily correct - Extract the inputs and do multi-step sums and table totals in code. Cloudflare says long arithmetic chains aren't reliable yet
- Embed images as data URLs or base64 objects, at most four, 4 MiB each and 8 MiB in all. Remote image URLs are refused
- Read the internal code on a 429. 3036 means the day's 10,000 free neurons are spent, 3040 means capacity, so retry later
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
Questions
Which is better for AI agents, Clairic or Nanonets API + MCP?
Clairic scores 66.3 (B) on agent readiness against Nanonets API + MCP's 42.6 (E), and leads in every scored category.
Do Clairic and Nanonets API + MCP need an API key?
Clairic needs an API key. Nanonets API + MCP takes an API key or an OAuth sign-in.
Can an agent call Clairic and Nanonets 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 Nanonets API + MCP at https://extraction-api.nanonets.com/api/v2.
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Machine-readable
- This page as Markdown
/compare/cloudflare-clairic-vs-nanonets.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/cloudflare-clairic.json·/api/v1/tools/nanonets.json - From a terminal
anchor compare cloudflare-clairic nanonets(the CLI) - Over MCP
compare_tools {"a": "cloudflare-clairic", "b": "nanonets"}at/mcp, no key