Moonlings — Local Business Intelligence
mcp remote · streamable-http · v0.4.1 · source: crawl
https://moonlings.ai/api/mcp
AI visibility + fact-checks (ChatGPT/Perplexity), review gaps & competitor scans, local SEO.
Works
100
Verified Oct 31, 2026 · p50 812 ms · p95 974 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'moonlings' |
| tools_listed | 15 | pass | 8 tools |
| schema_complete | 15 | pass | 8 of 8 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 812 ms |
| latency_p95 | 5 | pass | p95 974 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (8)
| Name | Description | Schema |
|---|---|---|
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. | typed |
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 | typed |
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 (lead | typed |
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 ag | typed |
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), | typed |
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 g | typed |
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 — | typed |
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 | typed |
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[](https://app.agent-xm.com/a/ai-moonlings-moonlings)
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