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PennyOCR

by imiraoui
OverviewSchemaSourceRelated ServersDiscussionsAdmin
JavaScript
Remote

๐Ÿช™ PennyOCR MCP server

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

Hosted at https://mcp.pennyocr.com โ€” 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 โ€” free

check_balance

{}

remaining credits + free-tier allowance โ€” free

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

Related MCP server: document-parser

Transport

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

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

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo issues

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