# Moonlings Muse connector

From musedirectory.ai, the independent directory of Meta Muse connectors. Not affiliated with Meta.

## Moonlings

Check if AI assistants recommend your local business, compare reviews against competitors, and fix wrong information onl

- Record: https://musedirectory.ai/connector/moonlings
- Category: Marketing & Ads
- Developer: Moonlings (https://moonlings.ai/mcp)
- Muse status: Extra setup. Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
- Health: Working, 1596ms, checked 2026-09-28T08:16:27Z
- Endpoint: https://moonlings.ai/api/mcp
- Auth: No account needed; Pricing: unknown
- Screening: Screened, no issues found (2026-09-24T06:10:43Z)
- Source: Found in the official MCP Registry (ai.moonlings/moonlings) https://registry.modelcontextprotocol.io/v0/servers?search=ai.moonlings%2Fmoonlings

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.

Example request: "Show me how my dental practice ranks against competitors on Google reviews and whether ChatGPT recommends us when someone searches for a dentist nearby."

How to connect: 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.

Tools:
- ping: Returns server status, the price list, and (when authenticated) your credit balance. Free — call it to check connectivity and see what this server offers.
- check_visibility: Ask 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 sites
- review_gap: Compare 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 lookup
- check_facts: Find 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_scan: A 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_report: Launch 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 retur
- check_report_status: Poll 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_result: Fetch 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 automat

Screening checks:
- MCP handshake: pass (Answered in 537ms)
- Domain against threat feeds (Cloudflare security DNS): pass (moonlings.ai 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 (8 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)