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JustFill PDF Form Automation

Detect, review and fill PDF forms from JSON or Excel data using saved templates

Connects to PDF forms to automatically detect fields, fill them from JSON or Excel data, and save templates for reuse. Helps small business owners and professionals streamline repetitive form completion tasks.

Try asking Muse: "Fill out my client intake forms from the spreadsheet I maintain"

Working now?
Working, sign-in needed
Worked last 7 days
100% of checks
How to get it
Extra setup
Account
Sign in with your account
Price
Not stated

Source: Found in the official MCP Registry (io.github.mrmaciej1/justfill-pdf-forms) · First listed September 25, 2026

Last 24 hours

Each bar is one check, every 15 minutes. Green means it answered. Last checked 54 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

JustFill PDF Form Automation is not in Muse's Connectors list yet, and it needs you to sign in with your JustFill PDF Form Automation account. Apps that need this kind of sign-in usually cannot be used from a Muse chat yet. Follow it here and we will tell you when it reaches Muse.

https://api.justfill.app/api/mcp

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: 158ms. Worked in 100% of checks over 30 days.

Screening · September 25, 2026

Screened, no issues found

MCP handshake
Pass
Requires sign-in (publishes OAuth metadata)
Domain against threat feeds (Cloudflare security DNS)
Pass
api.justfill.app, justfill.app not flagged
Published packages against the OSV malicious-package database
Pass
No malicious-package advisories
Hidden instructions or invisible characters in tool text
n/a
Tools are behind sign-in
Inputs asking for passwords, card numbers or seed phrases
n/a
Tools are behind sign-in
Domain and redirects
Pass
Domain registered 301 days ago
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

This endpoint requires sign-in before it lists tools, so there is no public tool catalog.

Recent checks

2026-09-28 08:15:46live · HTTP 401158ms
2026-09-28 05:46:02live · HTTP 401221ms
2026-09-28 03:30:51live · HTTP 401695ms
2026-09-28 01:01:09live · HTTP 401263ms
2026-09-27 22:46:02live · HTTP 401391ms
2026-09-27 20:30:51live · HTTP 4011917ms
2026-09-27 18:01:57live · HTTP 4011199ms
2026-09-27 15:46:24live · HTTP 4013257ms
2026-09-27 13:46:12live · HTTP 4011239ms
2026-09-27 11:31:08live · HTTP 401918ms
2026-09-27 09:01:58live · HTTP 4011696ms
2026-09-27 06:46:03live · HTTP 4011112ms

Link

https://api.justfill.app/api/mcp

Questions about JustFill PDF Form Automation in Muse

How do I connect JustFill PDF Form Automation to Muse?

JustFill PDF Form Automation is not in Muse's Connectors list yet, and it needs you to sign in with your JustFill PDF Form Automation account. Apps that need this kind of sign-in usually cannot be used from a Muse chat yet. Follow it here and we will tell you when it reaches Muse.

Is JustFill PDF Form Automation working right now?

At the last check (September 28, 2026, 08:15 UTC) the endpoint was working, sign-in needed, answering in 158ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.

Is JustFill PDF Form Automation safe to connect to Muse?

It was screened on September 25, 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 JustFill PDF Form Automation do in Muse?

Detect, review and fill PDF forms from JSON or Excel data using saved templates For example, you could ask Muse: "Fill out my client intake forms from the spreadsheet I maintain"

Follow JustFill PDF Form Automation

Tell me if JustFill PDF Form Automation goes down, comes back, or changes its tools
One email per change. You confirm first, and every email has a link to stop.
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Is this yours?

This listing was added from public sources (Found in the official MCP Registry (io.github.mrmaciej1/justfill-pdf-forms)). If you build JustFill PDF Form Automation, claim it to correct the details and get your badge.

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JustFill PDF Form Automation status badge

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<a href="https://musedirectory.ai/connector/justfill-pdf-form-automation"><img src="https://musedirectory.ai/badge/justfill-pdf-form-automation.svg" alt="JustFill PDF Form Automation on musedirectory.ai" width="236" height="40"></a>

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