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Productivity

PennyOCR

Extract text from PDFs and images with transparent per-page costs and spending limits.

Reads PDFs and images as markdown or plain text with exact cost tracking. Preserves tables in markdown output. Costs $0.75 per 1,000 pages. Includes page range selection, cost estimation, and hard spend caps to control expenses.

Try asking Muse: "Extract the text from a 10-page PDF receipt and tell me the total cost."

Working now?
Working
Worked last 7 days
100% of checks
How to get it
Extra setup
Account
Needs an access key
Price
Not stated

Source: Found in the official MCP Registry (com.pennyocr/ocr) · First listed September 24, 2026

Last 24 hours

Each bar is one check, every 15 minutes. Green means it answered. Last checked 4 min ago.

Is it safe to connect?

What Muse can see: You sign in to your own account with it, so Muse can reach what that account allows. Read what it asks for before you agree.

Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.

musedirectory.ai is not part of Meta. More about how Muse handles your information

How to add it to Muse

Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Open Muse
https://mcp.pennyocr.com/

Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.

Technical details: safety screening, tools, response time and recent checks

Response time at the last check: 999ms. Worked in 100% of checks over 30 days.

Screening · September 24, 2026

Screened, no issues found

MCP handshake
Pass
Answered in 76ms
Domain against threat feeds (Cloudflare security DNS)
Pass
mcp.pennyocr.com, pennyocr.com not flagged
Published packages against the OSV malicious-package database
n/a
No npm or PyPI package published
Hidden instructions or invisible characters in tool text
Pass
2 tools read, nothing found
Inputs asking for passwords, card numbers or seed phrases
Pass
None found
Domain and redirects
Pass
No redirects off the domain
AI review of purpose and tool behavior
Pass
No concerns

Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.

Tools · 2

read_documentRead a document (PDF or image) from a URL and return its contents as markdown (tables preserved) or plain text. Costs $0.00075 per page, billed to the PennyOCR account; the response includes the exact cost_usd and per-page citations. Use estimate_cost first for big documents. Sup
estimate_costFree: return the page count and exact cost_usd to read a document URL with read_document, without running OCR. Use before reading large documents.

Recent checks

2026-09-28 09:31:05live · HTTP 200999ms
2026-09-28 07:15:47live · HTTP 200944ms
2026-09-28 04:46:03live · HTTP 200713ms
2026-09-28 02:30:55live · HTTP 20042ms
2026-09-28 00:15:47live · HTTP 200918ms
2026-09-27 21:46:13live · HTTP 2001462ms
2026-09-27 19:31:04live · HTTP 20050ms
2026-09-27 17:15:55live · HTTP 2002235ms
2026-09-27 15:15:42live · HTTP 2002294ms
2026-09-27 12:46:25live · HTTP 200500ms
2026-09-27 10:31:31live · HTTP 2002290ms
2026-09-27 08:15:50live · HTTP 2001425ms

Link

https://mcp.pennyocr.com/

Questions about PennyOCR in Muse

How do I connect PennyOCR to Muse?

Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use PennyOCR to help me. It is a free service with an MCP server at https://mcp.pennyocr.com/. It needs an API key from imiraoui; ask me to enter it through your secure credential prompt. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Is PennyOCR working right now?

At the last check (September 28, 2026, 09:31 UTC) the endpoint was working, answering in 999ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.

Is PennyOCR safe to connect to Muse?

It was screened on September 24, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.

What can PennyOCR do in Muse?

It exposes 2 tools, including read_document, estimate_cost. For example, you could ask Muse: "Extract the text from a 10-page PDF receipt and tell me the total cost."

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This listing was added from public sources (Found in the official MCP Registry (com.pennyocr/ocr)). If you build PennyOCR, claim it to correct the details and get your badge.

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<a href="https://musedirectory.ai/connector/pennyocr"><img src="https://musedirectory.ai/badge/pennyocr.svg" alt="PennyOCR on musedirectory.ai" width="236" height="40"></a>

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