🪙 PennyOCR MCP server

MCP serverDocs & knowledge

This lets your AI read the text inside PDFs and images, turning them into markdown or plain text it can work with. It costs $0.75 per 1,000 pages, and you can set a hard spending cap so costs never run past what you allow.

Use 🪙 PennyOCR MCP server in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add 🪙 PennyOCR MCP server and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use 🪙 PennyOCR MCP server to read document

Details

Available today. Use it from your connected AI after setup.

Add it, then share a PDF or image with your AI and ask it to read or summarize the contents.

🪙 PennyOCR MCP serverStart free

What your AI can do with it

  • Read the text from PDFs and images
  • Convert documents into markdown or plain text
  • See exactly what each conversion costs
  • Set a hard cap on total spending

Install 🪙 PennyOCR MCP server

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user pennyocr-mcp-server 'https://mcp.pennyocr.com'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://mcp.pennyocr.com

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=pennyocr-mcp-server&config=eyJ1cmwiOiJodHRwczovL21jcC5wZW5ueW9jci5jb20ifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://mcp.pennyocr.com

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add pennyocr-mcp-server --url 'https://mcp.pennyocr.com'

    Run it once, then sign in with codex mcp login pennyocr-mcp-server if the server asks for an account.

From the project's README

As published by imiraoui/pennyocr-mcp in README.md.

A remote Model Context Protocol server that gives any agent document-reading eyes: PDFs and images by URL → markdown (tables preserved) or plain text, with exact cost reporting and hard spend caps.

Hosted at https://mcp.pennyocr.com — nothing to install:

{
  "mcpServers": {
    "pennyocr": {
      "url": "https://mcp.pennyocr.com",
      "headers": { "Authorization": "Bearer pk_live_..." }
    }
  }
}

Keys are free (first 100 pages free) at pennyocr.com/dashboard. Clients that can't set headers: https://mcp.pennyocr.com/?key=pk_live_...

Tools

ToolInputOutput
read_document{url, pages?, output?, max_pages?, max_cost_usd?}{content, pages, cost_usd, citations[]}
estimate_cost{url, pages?}page count + exact cost — free
check_balance{}remaining credits + free-tier allowance — free

The cost caps refuse before any processing, with the numbers — so autonomous agents can reason about spend ("200 pages, $0.15 — proceed") and can never run past a prepaid balance.

Transport

Streamable HTTP (JSON-RPC 2.0 over POST), stateless. This repo is the complete server — a single Cloudflare Worker (worker.js) proxying the PennyOCR API.

Pricing: $0.75 per 1,000 pages · pennyocr.com/pricing.txt · Agent onboarding: pennyocr.com/llms.txt

Tools it offers (2)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • read_document
  • estimate_cost

Signals

Last commit
Aug 2026
Advanced
Delivery
ocr MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
com-pennyocr-ocr
Source
github.com/imiraoui/pennyocr-mcp
Hosted endpoint
https://mcp.pennyocr.com