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Moatlight

Measure whether AI assistants mention your brand and get a ranked plan to fix it

Connects to Moatlight's AI visibility reports. Muse can start a report for a website, confirm the buyer questions, then read visibility numbers, which rivals AI named, and ranked fixes. It also scores how ready a site is for AI agents.

Try asking Muse: "Run a visibility report for my bakery site and tell me which competitors AI recommends instead of me."

Useful? Vote it up. One vote per person, tap again to undo.
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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.moatlight/mcp) · First listed November 5, 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. Moatlight is an app you add to it, and once it is on, you can ask Muse to do this for you: measure whether ai assistants mention your brand and get a ranked plan to fix it. 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://www.moatlight.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

Moatlight 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://www.moatlight.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: 783ms. Worked in 100% of checks over 30 days.

Screening · November 5, 2026

Screened, no issues found

MCP handshake
Pass
Answered in 512ms
Domain against threat feeds (Cloudflare security DNS)
Pass
www.moatlight.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
13 tools read, nothing found
Inputs asking for passwords, card numbers or seed phrases
Pass
None found
Domain and redirects
Pass
Domain registered 8 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 · 13

get_productFacts about the product: what it does, who it is for, what it does not do, and how an agent can use it. No login. No login needed.
get_pricingThe free plan and the one-time Early Access pass: price, what each includes, refund window. Payment needs a person in a browser. No login. No login needed.
list_faqEvery FAQ question and answer from the home page, paged. No login. No login needed.
get_sample_reportShows the shape of a real report (visibility numbers, rivals, ranked plan) for a fictional coffee roaster. Made-up data, no login. No login needed.
get_accountReturns the user's plan (free or early_access), when the pass ends, what the plan allows, and how to upgrade. Needs login with scope account:read.
list_reportsThe user's reports, newest first, paged with a cursor. Each has its stage (analyzing, needs_confirmation, running, finished, failed). Needs login with scope reports:read.
create_reportCreates a report draft for a website and starts reading it. Free plan: one website, one report every 30 days. Returns 202 Accepted with the report, a job object and a Location header: poll that URL (GET /api/v1/reports/{reportId}) every few seconds until stage is needs_confirmati
batch_get_reportsBatch read: send a list of report ids and get each report (or its error) in one answer, instead of one call per report. Each result has its own status, so one unknown id does not fail the rest. Read-only. Needs login with scope reports:read.
get_reportWhile stage is needs_confirmation it returns the business profile and the proposed buyer questions. While running it returns progress. When finished it returns visibility numbers, the brands AI named, and a count of lost questions. Needs login with scope reports:read.
start_reportAccepts the proposed business profile and buyer questions (optionally a chosen subset of 3 to 6 question ids) and starts asking the AI engines the account includes (listed in limits.engines on GET /api/v1/me). Takes about two minutes: answers 202 Accepted with a Location header t
get_report_actionsFor a finished report: up to three ranked moves (reason, exact edit, page, effort) and, for each buyer question AI answered with a rival, who won and why. Needs login with scope reports:read.
get_agent_readinessScore, grade, layer breakdown and ranked fixes from the newest scan of the report's website. Needs the Early Access pass; otherwise 402 with a link a person can open to buy it. Needs login with scope agent-readiness:read.
scan_agent_readinessRuns, or reuses a result under 24 hours old, for the report's website. Set force to true to scan again after fixing something. Rate limited. Needs login with scope agent-readiness:scan.

Recent checks

2026-11-07 00:16:05live · HTTP 200783ms
2026-11-06 19:00:44live · HTTP 200280ms
2026-11-06 13:30:50live · HTTP 200334ms
2026-11-06 08:15:49live · HTTP 200187ms
2026-11-06 02:46:17live · HTTP 200405ms
2026-11-05 21:30:52live · HTTP 200632ms

Link

https://www.moatlight.com/mcp

Questions about Moatlight in Muse

How do I connect Moatlight to Muse?

Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use Moatlight to help me. It is a free service with an MCP server at https://www.moatlight.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 Moatlight working right now?

At the last check (November 7, 2026, 00:16 UTC) the endpoint was working, answering in 783ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.

Is Moatlight safe to connect to Muse?

It was screened on November 5, 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 Moatlight do in Muse?

It exposes 13 tools, including get_product, get_pricing, list_faq, get_sample_report. For example, you could ask Muse: "Run a visibility report for my bakery site and tell me which competitors AI recommends instead of me."

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

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

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