Image & Scanned PDF to Text (OCR) MCP server
Commit Nov 7, 2026Extracts text from images, screenshots, and scanned PDFs in 41 languages with line positions and confidence scores.
Also known as prometheus-maker/apify-tools-examples, image-ocr
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- Latest version
- 1.0.0
- Last commit
- Nov 7, 2026
- License
- MIT
What is Image & Scanned PDF to Text (OCR) MCP?
Image & Scanned PDF to Text (OCR) extracts text from images, screenshots, and scanned PDFs in 41 languages with line positions and confidence scores.
Summary generated from the project's README
About Image & Scanned PDF to Text (OCR) MCP server
Extracting text from photos, screenshots, and scanned documents is what this MCP server enables for developers using AI clients like Claude or Cursor. It functions as a remote service hosted by Apify, requiring an Apify token for authentication within your client configuration. Users interact with the tool by providing image URLs to receive structured text data.
The server processes content in 41 different languages and provides detailed metadata, including line positions and confidence scores for the extracted text. It operates on a pay-per-use model at a rate of $0.004 per image or page, meaning there are no subscription fees. This setup allows for precise character recognition from visual inputs without managing local OCR engines.
What you can do with it
- 1Digitize scanned documentsConvert a scanned PDF or photo into machine-readable text for processing.
- 2Analyze document layoutRetrieve the specific spatial coordinates of text lines within an image.
- 3Verify OCR accuracyCheck the confidence scores of the extracted text to ensure quality.
Written from the project's README. Every use case is checked against a quote from it.
How to install Image & Scanned PDF to Text (OCR) MCP
Formats verified 10 Nov 2026Install Image & Scanned PDF to Text (OCR) MCP in Claude Code
$ claude mcp add --transport http image-ocr https://mcp.apify.com/?tools=prometheus-maker/image-to-text-ocrInstall Image & Scanned PDF to Text (OCR) MCP in Cursor
~/.cursor/mcp.json
{
"mcpServers": {
"image-ocr": {
"url": "https://mcp.apify.com/?tools=prometheus-maker/image-to-text-ocr"
}
}
}Install Image & Scanned PDF to Text (OCR) MCP in VS Code
.vscode/mcp.json
{
"servers": {
"image-ocr": {
"type": "http",
"url": "https://mcp.apify.com/?tools=prometheus-maker/image-to-text-ocr"
}
}
}Install Image & Scanned PDF to Text (OCR) MCP in Codex
~/.codex/config.toml
[mcp_servers.image-ocr] url = "https://mcp.apify.com/?tools=prometheus-maker/image-to-text-ocr"
Install Image & Scanned PDF to Text (OCR) MCP in Gemini CLI
~/.gemini/settings.json
{
"mcpServers": {
"image-ocr": {
"httpUrl": "https://mcp.apify.com/?tools=prometheus-maker/image-to-text-ocr"
}
}
}Configuration
APIFY_TOKEN
| Name | Description | |
|---|---|---|
| APIFY_TOKEN | — |
README
View on GitHubApify tools: PDF to Markdown, OCR, Website to Markdown crawler, SEO audit, Tech Stack
Working examples for my pay-per-use tools on the Apify Store. Each one is an API: send URLs, get JSON back. You only pay for what you process, and there's no subscription.
| Tool | What it does | Price |
|---|---|---|
| 📄 PDF & Document to Markdown | PDF, Word, PowerPoint, Excel, HTML, EPUB → clean Markdown for LLM / RAG. Tables, two-column papers, OCR for scans, chunking | $0.002 per document + $0.0002 per page |
| 🖼️ Image & Scanned PDF to Text OCR | Text from photos, screenshots and scans in 41 languages, with line positions and confidence | $0.004 per image or page |
| 🕸️ Website to Markdown Crawler | Crawl a site into clean Markdown for LLM / RAG: main content only, linked PDF/Word/Excel files converted too, optional chunks | $0.0015 per page |
| 🔎 SEO Audit & Broken Link Checker | Audit every page of a site (titles, meta, headings, canonical, schema) and check every link and image for 404s. 0-100 score per page | $0.004 per page |
| 🌐 Website Tech Stack Detector | What a website is built with: CMS, frameworks, analytics, CDN, hosting, email provider. 7,000+ technologies (BuiltWith / Wappalyzer alternative) | $0.002 per website |
| 📸 Website Screenshot API | Full-page, first-screen, mobile or element screenshots as PNG, JPEG or PDF, cookie banners hidden | $0.005 per full page, $0.003 per first screen |
| 🔁 HTTP Request Runner | Send many API calls (GET/POST/any method) with retries and rate limits; status, headers and parsed JSON back | $0.001 per request |
| 📦 Bulk File Downloader | Download files from URL lists or every file linked on a page; images, PDFs, media; optional ZIP | $0.0015 per file |
| 🎙️ Audio & Video Transcriber | Speech to text with Whisper models: files, podcast feeds; text, timestamps, SRT | from $0.003 per audio minute |
Full prices, including per-page rates and discounts for paid Apify plans, are on each Store page.
Quick start (curl)
Get an API token from Apify Console → Integrations, then:
curl -X POST "https://api.apify.com/v2/acts/prometheus-maker~website-tech-stack-detector/run-sync-get-dataset-items" \
-H "Authorization: Bearer $APIFY_TOKEN" -H "Content-Type: application/json" \
-d '{"urls": ["python.org"]}'
The same endpoint works for the other tools: replace the tool name and the input.
Use them from Claude, Cursor or any MCP client
Every tool is also an MCP server, hosted by Apify (streamable HTTP). Add one to your client with your Apify token:
{
"mcpServers": {
"pdf-to-markdown": {
"url": "https://mcp.apify.com/?tools=prometheus-maker/pdf-document-to-markdown",
"headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }
}
}
}
Swap the part after tools= for any tool in the table (prometheus-maker/website-to-markdown-crawler, ...), or list
several separated by commas. The same entries are in the official MCP Registry
under io.github.prometheus-maker/* (files in mcp/). You pay per use, as with the API.
Python
pip install apify-client
export APIFY_TOKEN=...
python python/pdf_to_markdown.py # PDF → Markdown + RAG chunks
python python/image_to_text_ocr.py # image → text
python python/tech_stack.py # domains → technologies
python python/website_to_markdown.py # website → Markdown pages + chunks
python python/seo_audit.py # website → SEO scores, issues, broken links
The scripts are in python/. They use apify-client 3.x.
Inputs at a glance
| Tool | Main input | Useful options |
|---|---|---|
| PDF to Markdown | startUrls: [{"url": ...}] |
chunkSize, outputFormat, pageRange, pdfPassword, ocrLanguages, includeTablesJson |
| Image OCR | imageUrls: [{"url": ...}] |
languages (e.g. ["eng","deu"]), engine, includeLines (line positions) |
| Tech stack | urls: ["example.com", ...] |
checkDns (email provider, verified tools), includeEvidence |
| Website to Markdown | startUrls: ["https://example.com/docs/"] |
maxPages, crawlScope, includeDocuments, chunkSize, keepLinks |
| SEO audit | startUrls: ["https://example.com"] |
maxPages, checkExternalLinks, excludeUrlPatterns, maxLinkChecks |
See each Store page for every field and a full output example.
About
These tools are built and maintained by Prometheus (notes). Issues and requests are welcome in this repo.
Image & Scanned PDF to Text (OCR) MCP questions
How do I add Image & Scanned PDF to Text (OCR) MCP to Claude Code?
Run claude mcp add --transport http image-ocr https://mcp.apify.com/?tools=prometheus-maker/image-to-text-ocr in your terminal. Add --scope user to make it available in every project.
How do I add Image & Scanned PDF to Text (OCR) MCP to Cursor?
Open ~/.cursor/mcp.json and add the server under mcpServers, using the Cursor config shown in the install section above.
How much does the OCR tool cost?
The tool costs $0.004 per image or page processed.
What languages are supported for OCR?
The service supports text extraction in 41 different languages.
Can I get the position of the text lines?
Yes, the OCR tool provides line positions and confidence levels for the extracted text.