pennyocr-mcp

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🪙 Remote MCP server: read any PDF/image into agent context with exact cost reporting. Hosted at mcp.pennyocr.com

0 stars JavaScriptOthers Updated Aug 30, 2026

document-aimcpmcp-serverocrpdf-to-markdown

Documentation

🪙 PennyOCR MCP server

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:

json

{
  "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

Frequently asked questions

What is pennyocr-mcp?

pennyocr-mcp is 🪙 Remote MCP server: read any PDF/image into agent context with exact cost reporting. Hosted at mcp.pennyocr.com

How do I install pennyocr-mcp?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is pennyocr-mcp open source?

Yes — it is hosted on GitHub at https://github.com/imiraoui/pennyocr-mcp.

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