Nanonets OCR for AI agents

Nanonets OCR extracts structured data from documents using trained, model-based OCR workflows, letting teams automate data entry from scanned files. Connect it once through Arc0, and your agent, or Claude, ChatGPT and Cursor, can use it through one MCP endpoint, limited to what each user approved.

DocumentsAPI keyMCP + RESTnanonets.com
AUDIT LOG · NANONETS OCRPOLICY: acme-support
09:41:07 · claude · u_8f2read
nanonets_ocr.list_models
List OCR Models✓ allowed · 212ms
09:41:08 · claude · u_8f2read
nanonets_ocr.get_model
Get OCR Model✓ allowed · 164ms
EVERY NANONETS OCR CALL, ON THE RECORD
01 · USE CASES

What agents do in Nanonets OCR.

01

Extract data from a document URL

Run OCR extraction on a publicly hosted document to pull structured fields.

02

Check a prediction's extracted fields

Pull a specific OCR prediction's page-level results to verify extraction accuracy, a read-only check.

03

List predictions for a model

List recent predictions made by a model to review its recent activity, read-only.

02 · ACTIONS

6 Nanonets OCR actions, graded by risk.

Every Nanonets OCR action is tagged read, write or destructive, so one policy covers the whole app and new actions inherit the right default.

read

6

Look things up. Allowed by default.

  • nanonets_ocr.get_model
    Get OCR Model
  • nanonets_ocr.list_models
    List OCR Models
  • nanonets_ocr.list_predictions
    List OCR Predictions
  • nanonets_ocr.get_prediction_file
    Get OCR Prediction File
  • nanonets_ocr.get_prediction_page
    Get OCR Prediction Page
  • nanonets_ocr.extract_from_url
    Extract From Public URL

write

0

Create and change things. Allow, or ask the user first.

  • No write actions.

destructive

0

Delete, cancel or archive. Ask first, or deny outright.

  • No destructive actions.
03 · HOW IT WORKS

Nanonets OCR in three steps.

  1. 01Your users connect Nanonets OCRThey add their Nanonets OCR api key on Arc0 Connect, under your brand. It goes straight into the vault.
  2. 02You set the rulesReads run, and writes like “updates” can wait for the user to approve.
  3. 03Any agent can actYour agent calls Nanonets OCR through the Arc0 SDK or MCP, and so can Claude, ChatGPT and Cursor. Every call lands on the audit log.
POLICY.TS
await arc0.policies.set('nanonets_ocr', {
  read: 'allow',
  write: 'ask',        
  destructive: 'deny',  
})

# Claude Code: the same connection, one URL
$ claude mcp add --transport http arc0 \
    https://mcp.arc0.ai/u/u_8f2
04 · AUTH AND DATA

How Nanonets OCR connects.

Users add their Nanonets OCR api key on Arc0 Connect. It is encrypted in the vault, never shown to the model, and each user can rotate or revoke it at any time.

The same Nanonets OCR connection serves your agent over MCP and your own backend over REST and the proxy, so a user connects once. How Arc0 handles credentials →

AUTH
API key
CREDENTIALS
Per-tenant encrypted vault
MODEL SEES
Results only, never credentials
AUDIT LOG
Every call, on every plan
05 · WORKS WITH

Use Nanonets OCR from any agent.

Claude
ChatGPT
Cursor
Codex
VS Code
OpenAI Agents SDK
Claude Agent SDK
Vercel AI SDK
Mastra
LangGraph
07 · FAQ

Nanonets OCR and Arc0, answered.

Q01

Can I use Nanonets OCR with Claude, ChatGPT or Cursor?

Yes. Connect Nanonets OCR to Arc0 once, then add your Arc0 MCP URL to Claude, ChatGPT, Cursor, Claude Code or any other remote-MCP client. Each assistant only gets the Nanonets OCR actions you allow.

Q02

How do users connect Nanonets OCR?

Users add their Nanonets OCR api key on Arc0 Connect. It is encrypted in the vault, never shown to the model, and each user can rotate or revoke it at any time.

Q03

Which Nanonets OCR actions can my agent take?

6 in total: 6 read, 0 write and 0 destructive. Your policies decide which of them each agent may call.

Q04

Can I make my agent read-only in Nanonets OCR?

Yes. Allow read actions and deny writes in the Nanonets OCR policy. Your agent can still look things up, and any write it attempts is blocked and logged.

Q05

Can my own backend call Nanonets OCR too?

Yes. The same Nanonets OCR connection is available over REST and through the Arc0 proxy, so your product and your agent share one connection per user.

Get started

Plug Nanonets OCR into your agent.

Your users connect Nanonets OCR once, under your brand. Your agent gets 6 actions behind your policies, with every call on the record.

Free to build · MCP + REST · Audit log on every plan