Moonlings
Check if AI assistants recommend your local business, compare reviews against competitors, and fix wrong information onl
Moonlings checks whether ChatGPT and Perplexity recommend a local business in web search results, compares Google reviews and ratings against nearby competitors, verifies business facts (hours, address, phone) against what AI assistants claim, and runs competitive scans with pricing and positioning analysis.
Try asking Muse: "Show me how my dental practice ranks against competitors on Google reviews and whether ChatGPT recommends us when someone searches for a dentist nearby."
Source: Found in the official MCP Registry (ai.moonlings/moonlings) · First listed September 24, 2026
Last 24 hours
Each bar is one check, every 15 minutes. Green means it answered. Last checked 1 h ago.
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.
https://moonlings.ai/api/mcpNot 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: 1596ms. Worked in 100% of checks over 30 days.
Screening · September 24, 2026
Screened, no issues found
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 · 8
pingReturns server status, the price list, and (when authenticated) your credit balance. Free — call it to check connectivity and see what this server offers.check_visibilityAsk ChatGPT and Perplexity live (with web search) who they'd recommend in a business's category and city, and report whether THIS business appears. Returns honest appearance counts (never an invented metric), a per-engine split, who gets recommended instead, and which local sitesreview_gapCompare a local business's Google rating and review count against the top same-category rivals nearby, with the gap math done: who leads, the rating delta, the review-volume ratio, and a verdict (leading / rated_equal_or_better_but_outreviewed / trailing). Live Google Maps lookupcheck_factsFind what AI assistants get WRONG about a local business. Asks ChatGPT and Perplexity live (with web search) about the business's hours, address, phone, and category, then verifies each stated fact against Google Business ground truth. Returns a severity-ranked list of conflicts run_scanA live competitor scan: a research agent finds the business's strongest same-category rival nearby and scouts it (offer, pricing signals, review positioning, what they do that this business doesn't), while two ground-truth lookups run in parallel: ChatGPT/Perplexity sampling for start_deep_reportLaunch a full overnight-grade research report on a local business: an autonomous research crew maps the competitive landscape, reads the business's and rivals' web presence, and delivers a long-form graded report with structured findings and an action list. ASYNC: this tool returcheck_report_statusPoll a deep research report by slug. Free. Returns status (generating / ready / failed); a failed report triggers the automatic refund of its launch charge. Deep reports typically take 10-20 minutes — poll every few minutes, not every few seconds.get_report_resultFetch a completed deep research report by slug. Free. Returns the long-form report (markdown), a structured-findings JSON block, the action list, and the report card. If the report is still generating you get its status instead; if it failed, the launch charge is refunded automatRecent checks
Link
https://moonlings.ai/api/mcpQuestions about Moonlings in Muse
How do I connect Moonlings to Muse?
Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use Moonlings to help me. It is a free service with an MCP server at https://moonlings.ai/api/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 Moonlings working right now?
At the last check (September 28, 2026, 08:16 UTC) the endpoint was working, answering in 1596ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.
Is Moonlings 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 Moonlings do in Muse?
It exposes 8 tools, including ping, check_visibility, review_gap, check_facts. For example, you could ask Muse: "Show me how my dental practice ranks against competitors on Google reviews and whether ChatGPT recommends us when someone searches for a dentist nearby."
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