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Vision OCR MCP

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Extract text from images instantly. Turn receipts, invoices, documents, and handwritten notes into structured data.

Pricing

from $0.99 / 1,000 results

Rating

5.0

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Acceleration

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Monthly active users

2 months ago

Last modified

Actor uses Standby mode

Beta

The Standby mode is a new, lightweight method for using Actors. Instead of starting an Actor for each input and waiting for results, the Actor remains ready in the background to handle arbitrary HTTP requests, just like any web or API server.

Actor URL

Send a HTTP request to the this URL, and wait for the response. To call the Actor, you need to have an Apify account. Replace <YOUR_API_TOKEN> with your API token, which you can find under Settings > Integrations in Apify Console.Learn more.

To view the specific endpoint of this Actor, go to README.

https://accelerationengg--vision-ocr-mcp.apify.actor?token=<YOUR_API_TOKEN>

Max requests per run

maxRequestsPerActorRunnumber

The maximum number of concurrent HTTP requests a single standby Actor run can accept. If this limit is exceeded, the system starts a new Actor run to handle the request, which will take a few seconds.

Default value of this property is 4

Desired requests per run

desiredRequestsPerActorRunnumber

The desired number of concurrent HTTP requests a single standby Actor run can handle. If this limit is exceeded, the system preemptively starts a new Actor run to handle additional requests.

Default value of this property is 3

Memory (MB)

memoryMbytesnumber

The amount of memory (RAM) allocated for the Actor standby run, in megabytes. With more memory, the Actor can typically handle more requests in parallel, but the number of compute units consumed and the cost also grow.

Default value of this property is 1024

Idle timeout (seconds)

idleTimeoutSecsnumber

If a standby Actor run doesn’t receive any HTTP requests in this amount of time, the system will finish the run. When a new request comes, the system might need to start a new standby Actor run to handle it, which will take a few seconds. Higher idle timeout increases the responsiveness but increases the costs as the Actor needs to keep running longer.

Default value of this property is 300

Build

buildenum

Build version of the Actor that will be used for the standby run.

Default value of this property is "latest"

OCR Structured Extractor (AI) — Image/PDF → OCR Text + JSON

macheta/ocr-structured-extractor

Extract OCR text and structured JSON from an image or PDF URL. Great for invoices, receipts, forms, IDs, and tables. Powered by Gemini 3 Pro.

Anass

Ocr

vivid_astronaut/ocr

Extract text from images using advanced OCR technology. Supports multiple languages and image formats. Perfect for digitizing documents, receipts, screenshots, and scanned text.

Fabio Suizu

Bulk Pdf To Json OCR

gagandeo/bulk-pdf-to-json-ocr

Convert PDF invoices, menus, images with text and documents into structured JSON. Features hybrid Digital+OCR parsing and AI-powered data extraction.

Kumar Gagandeo

Pdf Json Extractor

p6t_p10n/pdf-json-extractor

Convert any PDF into structured JSON using AI and OCR (Tesseract or Google Vision). Supports custom schemas, validation, and auto-repair. Ideal for invoices, contracts, receipts, and automation workflows. Fast, accurate, and easy to integrate.

Peerapat Pongnipakorn

PDF OCR API - Document Extraction

alizarin_refrigerator-owner/pdf-ocr-api

Extract text from PDFs including scanned documents. OCR processing, table extraction & structured data output. Process invoices, contracts & forms at scale.

John Rippy

Elite Document Ocr Lite

thepattyroller/elite-document-ocr-lite

Basic document text extraction and processing. Extract text from documents, analyze document structure, and extract structured data from invoices and receipts. Perfect for document automation workflows.

Logan Kiser

Image To Text Ai

welcoming_fireplace/image-to-text-ai

A powerful OCR tool that goes beyond standard text extraction. Powered by a Premium Vision AI model, it accurately reads handwriting, preserves table structures, and converts messy receipts or documents into structured JSON or Markdown. Supports batch processing for high-volume workflows.

Richmond Nkrumah

Receipt OCR API

happitap/receipt-ocr-api

Receipt OCR API - Multi-Model Text Extraction : Extract structured data from receipt images using advanced OCR technology with support for multiple AI models including Google Vision, OpenAI, Azure, AWS Textract, Gemini, Hugging Face, DeepSeek, and Native OCR.

HappiTap

5.0

Document Extractor API - AI-Powered PDF & Text Analysis

fresh_cliff/document-extractor-api

Extract text and data from PDF, Word, and image documents using AI-powered OCR. Convert documents to structured JSON, analyze content, and extract insights. No API keys required with mirror fallbacks.

Brennan Crawford

Invoice Data Extractor

calm_necessity/invoice-data-extractor

AI-powered Bill actor for extracting structured data from invoices, receipts, and documents. Upload an image to receive clean, structured data including vendor details, invoice numbers, line items, totals, and other key fields.