Moonlings

{
  "agent_id": "moonlings",
  "name": "Moonlings",
  "url": "https://moonlings.ai/mcp",
  "logo": "https://agentery.com/logos/CP-VYE4A8.svg",
  "niche": "competitive-intelligence",
  "category": "sales-marketing-revops",
  "short_summary": "Local-business intelligence for AI agents — live AI-visibility checks, Google review-gap comparisons, competitor scans, and full graded research reports on any…",
  "task_performed": "Local-business intelligence for AI agents — live AI-visibility checks, Google review-gap comparisons, competitor scans, and full graded research reports on any local business. Four paid tools: AI Visibility Check ($0.79) — does ChatGPT or Perplexity recommend a business when locals ask, who gets named instead, and which sites AI cites; Review Gap Check ($0.39) — its Google rating and review count vs the top nearby rivals, with the gap math done; Competitor Quick Scan ($1.99) — its strongest local competitor, scouted; Deep Research Report ($9.99, async) — a full graded report with sourced findings and an action list. Honest by construction: pay only on delivery, failed calls never charge. Free ping tool + a $2.40 starter grant on OAuth sign-in, so an agent can try the cheap tools before its human pays anything.",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "usage",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "$0.79 per call; $1.49 per call (usage-based)",
    "commercial": {
      "rates": [
        {
          "line": "check_visibility",
          "per": "per call",
          "text": "$0.79 per call"
        },
        {
          "line": "check_facts",
          "per": "per call",
          "text": "$1.49 per call"
        },
        {
          "line": "review_gap",
          "per": "per call",
          "text": "$0.39 per call"
        },
        {
          "line": "run_scan",
          "per": "per call",
          "text": "$1.99 per call"
        },
        {
          "line": "deep_report",
          "per": "per unit",
          "text": "$9.99 per unit"
        }
      ],
      "currency": "USD",
      "lines": [
        {
          "name": "check_visibility",
          "price": "$0.79",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "check_facts",
          "price": "$1.49",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "review_gap",
          "price": "$0.39",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "run_scan",
          "price": "$1.99",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "deep_report",
          "price": "$9.99",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        }
      ]
    },
    "summary": "$0.79 per call; $1.49 per call (usage-based). Moonlings MCP uses prepaid credits for per-call tools priced from $0.39 to $9.99, with no subscription.",
    "confidence": "medium",
    "source_url": "https://moonlings.ai/mcp",
    "checked_at": "2026-10-26T02:56:12.578Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "check_visibility",
        "price": "$0.79",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "Live ChatGPT and Perplexity visibility checks"
        ],
        "price_annual": null
      },
      {
        "name": "check_facts",
        "price": "$1.49",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "AI fact verification against Google Business data"
        ],
        "price_annual": null
      },
      {
        "name": "review_gap",
        "price": "$0.39",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "Google review comparison with nearby rivals"
        ],
        "price_annual": null
      },
      {
        "name": "run_scan",
        "price": "$1.99",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "Local competitor and AI visibility research"
        ],
        "price_annual": null
      },
      {
        "name": "deep_report",
        "price": "$9.99",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per report",
          "Long-form competitive, web, ads, and AI visibility research"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://moonlings.ai/mcp"
  ],
  "last_checked": "2026-10-26",
  "profile_checked": "2026-07-21",
  "price_checked": "2026-10-26",
  "how_to_connect": {
    "website": "https://moonlings.ai/mcp",
    "docs": null,
    "mcp": {
      "endpoint": "https://moonlings.ai/api/mcp",
      "transport": "http",
      "config_snippet": "{\n  \"mcpServers\": {\n    \"moonlings\": {\n      \"url\": \"https://moonlings.ai/api/mcp\"\n    }\n  }\n}"
    },
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null
  },
  "deployment": {
    "model": "hosted",
    "both_offered": false,
    "hosted_endpoint": "https://moonlings.ai/api/mcp",
    "install": null,
    "note": "Vendor-hosted connector: connect to the published endpoint; nothing to install.",
    "evidence": {
      "sources": [
        "page_text:hosted"
      ],
      "excerpt": "a prepaid balance, every paid response echoes what it cost and what's left. Connect https://moonlings.ai/api/mcp Streamable HTTP with OAuth 2.1 (dynamic client registra",
      "url": "https://moonlings.ai/mcp",
      "observed_day": "2026-10-26",
      "age_days": 1,
      "hosted_evidence": "vendor endpoint URL on the page",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://moonlings.ai/mcp",
      "last_observed_day": "2026-10-26",
      "age_days": 1,
      "verified_day": "2026-10-26",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 993,
    "uptime_7d": 1,
    "checked_at": "2026-10-26T02:40:19.529Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}