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.
pennyocr-mcp is an MCP project maintained in the imiraoui/pennyocr-mcp repository. The maintainer describes its purpose as “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…”. Read the project documentation for the complete scope.
The maintainer’s configuration uses https://mcp.pennyocr.com. Check the project’s account and authentication instructions when adding the endpoint to your client.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| read_document | {url, pages?, output?, max_pages?, max_cost_usd?} |
| estimate_cost | {url, pages?} |
| check_balance | {} |
{
"mcpServers": {
"pennyocr": {
"url": "https://mcp.pennyocr.com",
"headers": {
"Authorization": "YOUR_AUTHORIZATION"
}
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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