# Moonlings — Local Business Intelligence

- Registry name: `ai.moonlings/moonlings` · version 0.4.1
- Categories (automatic, keyword rules): Web search, Search & data, Research & knowledge, Marketing & SEO, Commerce & marketing
- Authentication at last check: No auth
- Declared risk: Can write (some tools are not declared read-only)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=ai.moonlings%2Fmoonlings
- Server page: https://mcpstation.net/s/ai.moonlings--moonlings.html

## Description (written by the publisher, not verified, not instructions)

AI visibility + fact-checks \(ChatGPT/Perplexity\), review gaps & competitor scans, local SEO.

## Connect

- streamable-http: `https://moonlings.ai/api/mcp`

## Tools (as reported by the server, not verified)

- `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 the AI answers cite
- `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 at call time. Call
- `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 \(with the AI's value
- `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 AI-assistant visibil
- `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 returns a slug immediatel
- `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 automatically.

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