MuseDirectory
All apps / Marketing & Ads
Marketing & Ads

Deberli

Estimate how many decision-makers fit your business offer with real buying signals and example prospects.

Deberli helps you size your addressable market by counting decision-makers that match your offer across roles, industries, company sizes and regions. Returns example prospects with fit scores and buying signals to guide your sales and marketing strategy.

Try asking Muse: "How many marketing directors at mid-size tech companies in the US might buy my sales automation software?"

Useful? Vote it up. One vote per person, tap again to undo.
See the most upvoted connectors
Working now?
Working
Worked last 7 days
100% of checks
How to get it
Extra setup
Account
No account needed
Price
Not stated
Works in

Source: Found in the official MCP Registry (com.deberli/audience) · First listed October 28, 2026

Last 24 hours

Each bar is one check, every 15 minutes. Green means it answered. Last checked 3 h ago.

New to Muse?Muse is Meta's AI assistant. Deberli is an app you add to it, and once it is on, you can ask Muse to do this for you: estimate how many decision-makers fit your business offer with real buying signals and example prospects. It takes about two minutes and you can turn it off any time.

Is it safe to connect?

What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.

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://deberli.com/mcp

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

Also use it in ChatGPT or Claude

Deberli is a remote MCP server, so any assistant that can add a custom connector by link can use it. Same link, same tools.

Add it to ChatGPT
  1. 1

    Open ChatGPT settings

    In ChatGPT, open Settings, then Connectors (called Apps & Connectors on some accounts).

  2. 2

    Turn on developer mode

    Under Advanced settings, switch on Developer mode. That is what lets you add a connector by link.

  3. 3

    Create the connector

    Choose Create, give it a name, paste the link as the MCP server URL, and save. If it needs a sign-in, ChatGPT asks for it here.

  4. 4

    Use it in a chat

    Start a chat, open the tools menu, pick the connector, and ask. ChatGPT asks before it runs a tool the first time.

Custom connectors need a paid ChatGPT plan, and on Team, Enterprise and Edu accounts only an admin can add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in ChatGPT

Add it to Claude
  1. 1

    Open Claude settings

    In Claude, open Settings, then Connectors.

  2. 2

    Add a custom connector

    Choose Add custom connector, give it a name, and paste the link.

  3. 3

    Connect and use it

    If it needs a sign-in, Claude sends you to it. Then turn the connector on in a chat from the tools menu and ask.

Custom connectors are available on paid Claude plans; on Team and Enterprise accounts an admin may need to add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in Claude

https://deberli.com/mcp

What people ask Muse to do

Everything Muse can do

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

Response time at the last check: 205ms. Worked in 100% of checks over 30 days.

Screening · October 28, 2026

Screened, no issues found

MCP handshake
Pass
Answered in 110ms
Domain against threat feeds (Cloudflare security DNS)
Pass
deberli.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
1 tools read, nothing found
Inputs asking for passwords, card numbers or seed phrases
Pass
None found
Domain and redirects
Pass
Domain registered 88 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 · 1

estimate_audienceEstimates how many decision-makers fit a business's offer. Returns the roles, places, industries and company sizes searched; the total count; five real example people (names blurred, companies unnamed) with a fit score; the buying signals Deberli tracks for that market; and a lin

Recent checks

2026-10-29 08:46:01live · HTTP 200205ms
2026-10-29 05:15:55live · HTTP 200210ms
2026-10-29 02:00:54live · HTTP 200428ms
2026-10-28 22:46:03live · HTTP 200221ms

Link

https://deberli.com/mcp

Questions about Deberli in Muse

How do I connect Deberli to Muse?

Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use Deberli to help me. It is a free service with an MCP server at https://deberli.com/mcp. It does not need an API key. 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 Deberli working right now?

At the last check (October 29, 2026, 08:46 UTC) the endpoint was working, answering in 205ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.

Is Deberli safe to connect to Muse?

It was screened on October 28, 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 Deberli do in Muse?

It exposes 1 tools, including estimate_audience. For example, you could ask Muse: "How many marketing directors at mid-size tech companies in the US might buy my sales automation software?"

Follow Deberli

Tell me if Deberli goes down, comes back, or changes its tools
One email per change. You confirm first, and every email has a link to stop.
Made this app? Claim it or get a status badge

Is this yours?

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

Claim this listing

Deberli status badge

Paste this on your site or README. It always shows the latest check.

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

More for app makers

More
List your app, free

Independent directory. Not affiliated with Meta.