# JigsawStack vOCR

> Use this tool when you need to extract data from images with high accuracy, leveraging AI-powered OCR to convert visual content into structured data. It solves problems such as data extraction from receipts, invoices, and documents, and accepts image inputs to produce organized text outputs. Ideal for use cases requiring automated data entry, document processing, and text recognition from visual sources.

Canonical page: https://skillsregistry.net/skills/jigsawstack-vocr  
JSON: https://api.skillsregistry.net/v1/skills/jigsawstack-vocr

## Description

OCR + AI = Magic: 
Extract data from any image in a consistent structure with fine-tuned vLLMs for the highest accuracy. Learn more about AI backed OCR here: https://jigsawstack.com/docs/api-reference/ai/vocr Get your jigsawstack API key here: https://jigsawstack.com/dashboard/

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** media
- **Updated:** 2026-05-11

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/JigsawStack/vocr)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jigsawstack-vocr"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jigsawstack-vocr` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jigsawstack-vocr/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt