🪙 PennyOCR MCP server
MCP serverDocs & knowledgeThis 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
Needs your own account with this service. Keys stay in your vault.
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.
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.comAdd 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.comIn 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
| Tool | Input | Output |
|---|---|---|
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_documentestimate_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
github.com/imiraoui/pennyocr-mcp
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