liveability-mcp

{
  "agent_id": "liveability_mcp",
  "name": "liveability-mcp",
  "url": "https://liveability.jp/",
  "logo": null,
  "niche": "ai-property-search",
  "category": "real-estate",
  "short_summary": "evaluates liveability scores for Japanese addresses across 6 categories: shopping, medical, transit, education, nature, and safety",
  "task_performed": "evaluates liveability scores for Japanese addresses across 6 categories: shopping, medical, transit, education, nature, and safety",
  "inputs_accepted": [
    "Japanese addresses",
    "persona types (family",
    "single professional",
    "elderly",
    "student",
    "remote worker",
    "default)"
  ],
  "outputs_produced": [
    "liveability scores (0-100)",
    "6-category breakdowns",
    "area comparisons",
    "nearby facility lists",
    "heatmaps"
  ],
  "integrations_available": [
    "MCP",
    "REST API",
    "Claude Desktop",
    "Cursor"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "API"
  ],
  "industry_fit": [
    "real estate"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "free",
  "price": {
    "observed": true,
    "billing": "free",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "FREE",
          "kind": "free",
          "billed": "monthly"
        }
      ]
    },
    "summary": "Free. The service is publicly released and presented as free, with no paid plans or numeric pricing shown.",
    "confidence": "medium",
    "source_url": "https://liveability.jp/",
    "checked_at": "2026-10-27T03:22:24.050Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Free",
        "price": "FREE",
        "period": null,
        "persona": "free",
        "highlights": [
          "Public release",
          "API key available"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "OpenStreetMap data attribution",
    "government open data sources",
    "ODbL license compliance"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://liveability.jp/"
  ],
  "last_checked": "2026-10-27",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-27",
  "how_to_connect": {
    "website": "https://liveability.jp/",
    "docs": null,
    "mcp": {
      "endpoint": "https://liveability.jp/mcp/",
      "transport": "http",
      "config_snippet": "{\n  \"mcpServers\": {\n    \"liveability_mcp\": {\n      \"url\": \"https://liveability.jp/mcp/\"\n    }\n  }\n}"
    },
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "npx\",",
    "repository": null
  },
  "deployment": {
    "model": "both",
    "both_offered": false,
    "hosted_endpoint": "https://liveability.jp/mcp/",
    "install": "npx\",",
    "note": "Offered both ways: a vendor-hosted endpoint AND a self-run install are documented.",
    "evidence": {
      "sources": [
        "page_text:hosted",
        "page_text:install"
      ],
      "excerpt": "ty\": { \"command\": \"npx\", \"args\": [ \"mcp-remote@0.1.38\", \"https://liveability.jp/mcp/sse\", \"--transport\", \"sse-only\", \"--header",
      "url": "https://liveability.jp/",
      "observed_day": "2026-10-27",
      "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://liveability.jp/",
      "last_observed_day": "2026-10-27",
      "age_days": 1,
      "verified_day": "2026-10-27",
      "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": 1182,
    "uptime_7d": 1,
    "checked_at": "2026-10-27T02:39:08.738Z",
    "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."
}