Ocr

com.pennyocrv0.1.0Updated Sep 29, 2026

Read PDFs and images as markdown or text, with exact costs and hard spend caps. $0.75/1k pages.

VerifiedStreamable HTTPWeb executableOther

Installation

In SourceWeft

  1. Open Ocr in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "ocr": {
      "type": "http",
      "url": "https://mcp.pennyocr.com"
    }
  }
}

README

🪙 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

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

Source: README.md at commit bb54f7f

Tools

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Version history

1
  1. v0.1.0LatestSep 16, 2026