Flight Search

{
  "agent_id": "flight_search",
  "name": "Flight Search",
  "url": "https://mubboo.flights/mcp",
  "logo": "https://agentery.com/logos/CP-JAGKH7-256.png",
  "niche": "travel-planning-agent",
  "category": "consumer-personal",
  "short_summary": "Mubboo Flights is an all-in-one travel comparison and tickets platform. Compare flights, hotels and car rentals, explore tours and attraction tickets, and plan…",
  "task_performed": "Mubboo Flights is an all-in-one travel comparison and tickets platform. Compare flights, hotels and car rentals, explore tours and attraction tickets, and plan your trip with destination guides and original travel research. Connect Mubboo Flights to your AI assistant to find airports and city codes, validate your travel details, and prepare personalized flight searches for one-way, round-trip and multi-city journeys. Choose your departure market, language and currency. Connection guide and tool details: https://mubboo.flights/mcp",
  "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": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public pricing is shown for Mubboo Flights Search MCP.",
    "confidence": "medium",
    "source_url": "https://mubboo.flights/mcp",
    "checked_at": "2026-10-19T01:50:20.024Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://mubboo.flights/mcp"
  ],
  "last_checked": "2026-10-18",
  "how_to_connect": {
    "website": "https://mubboo.flights/mcp",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "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": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "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": 321,
    "uptime_7d": null,
    "checked_at": "2026-10-19T02:36:44.257Z",
    "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."
}