Countly

{
  "service_type": "platform",
  "base_url": "https://api.count.ly",
  "auth_method": "api_key",
  "auth_config": {
    "api_key": "string",
    "app_key": "string"
  },
  "endpoints": [
    {
      "path": "/o/analytics/dashboard",
      "method": "GET",
      "description": "Fetch overall analytics dashboard data (users, sessions, time series)."
    },
    {
      "path": "/o/analytics/events",
      "method": "GET",
      "description": "Fetch event analytics data with segmentation and breakdowns."
    },
    {
      "path": "/o/analytics/cohorts",
      "method": "GET",
      "description": "Fetch cohort retention analysis."
    },
    {
      "path": "/o/analytics/flow",
      "method": "GET",
      "description": "Fetch user flow / funnel analysis."
    },
    {
      "path": "/o/analytics/crashes",
      "method": "GET",
      "description": "Fetch crash reporting and error analytics."
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": true,
      "paid_plans": ["Enterprise", "Cloud Pro", "Self-hosted"],
      "note": "Open source core, with cloud and enterprise add-ons."
    }
  },
  "rate_limits": {
    "api_limit": "Varies by plan; typically 10-50 requests per second for on-premise, custom for cloud.",
    "throttling": "Possible based on API key and plan."
  },
  "capabilities": [
    "Real-time analytics dashboard",
    "Custom event tracking",
    "User segmentation",
    "Funnel analysis",
    "Cohort retention",
    "Crash reporting",
    "Push notification analytics",
    "Location and device analytics",
    "Works offline and self-hosted"
  ],
  "raw_analysis": "Countly is a mature, open-source web and mobile analytics platform that emphasizes privacy, self-hosting, and data ownership. It provides a comprehensive REST API (reference at https://api.count.ly/reference) supporting both write (data collection) and read (data retrieval) operations for analytics dashboards, custom events, cohorts, and crash data. The service is designed for developers and product teams who need deep audience insights without relying on cloud-based SaaS (although cloud options exist). It has a strong community, active development, and integrations with popular frameworks (SDKs for Web, iOS, Android, React Native, Flutter). The API uses API key and app key authentication, and rate limits vary by deployment. Pricing is freemium: the core is open source and free to self-host, with paid tiers for cloud and advanced features. Given its open-source nature and analytics focus, it fits the 'platform' category well, with endpoints to query analytics data."
}

3/3 tests passed

```json
{
  "overall": 78,
  "dimensions": {
    "token_efficiency": 8.5,
    "first_try_success": 7.5,
    "response_parseability": 9.0,
    "error_clarity": 7.0,
    "doc_quality": 8.5,
    "auth_simplicity": 7.0,
    "latency": 7.5,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "free_tier": true,
    "entry_paid": "cloud pro",
    "enterprise_available": true,
    "self_hosted": true
  },
  "issues": [
    "Authentication requires API keys/account setup (not SSO or magic link) - likely requires manual credential provisioning",
    "Latency at 573ms is acceptable but not stellar; multiple endpoints may vary",
    "Error clarity documentation is present but not explicitly highlighted - may require digging for edge cases"
  ],
  "recommendations": [
    "Highlight the /llms.txt availability as a major agent-friendly feature - it enables direct API discovery for agents",
    "Consider embedding API key setup in the first-run experience to reduce manual steps",
    "Add explicit error code reference table to documentation for faster agent debugging"
  ]
}
```