Prowl
63/100
prowl
Benchmarked Sep 08, 2026

The Jira Cloud platform REST API

Jira Cloud platform REST API documentation

cloudapi platform_profile
Benchmark Your API

Score Breakdown

Consistency8/10
Parseability8/10
Latency7/10
Documentation7/10
Token Efficiency7/10
Error Clarity6/10
Auth Simplicity4/10
First-Try Success4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://your-domain.atlassian.net",
  "auth_method": "basic",
  "auth_config": {
    "type": "basic",
    "username": "email",
    "token": "api_token"
  },
  "endpoints": [],
  "pricing_model": {
    "type": "subscription",
    "details": {
      "free tier": "up to 10 users, 2GB storage",
      "premium": "per-user monthly, more features",
      "enterprise": "annual, unlimited users",
      "note": "cloud-based, paid plans vary"
    }
  },
  "rate_limits": {
    "type": "token bucket",
    "details": "per-user/per-minute based, 500 requests per minute for most endpoints, adjust via API",
    "source": "https://developer.atlassian.com/cloud/jira/platform/rate-limiting/"
  },
  "capabilities": [
    "Issue management and project tracking",
    "Agile boards and sprint planning",
    "Custom workflows, fields, and issue types",
    "Advanced search (JQL)",
    "User and group administration",
    "Permissions and role management",
    "Webhooks and event subscriptions",
    "Time tracking and reporting",
    "Automation rules (through separate service)",
    "Integration with Atlassian ecosystem (Confluence, etc.)",
    "Full REST API for automation and integration"
  ],
  "raw_analysis": "The provided input identifies 'Jira Cloud platform REST API' but incorrectly states the URL as 'https://atlassian.com:jira', which is not a valid endpoint. The actual Jira Cloud REST API base URL is per-instance: https://your-domain.atlassian.net. This is the official, well-documented API for Jira Cloud, used by developers to integrate, automate, and extend Jira. It is a mature platform (over a decade old) with a comprehensive REST API supporting both agile and traditional project management. Authentication requires basic auth via API token or OAuth2; for simplicity, basic auth is noted. The platform itself is widely adopted in software development teams, offering issue tracking, project management, agile boards, and robust customization. The API has clear rate limits (token bucket per user) and offers extensive endpoints for CRUD, searching, and user management. The pricing model follows Atlassian's SaaS model with free/paid tiers. Capabilities listed reflect the core features programmatically accessible. The analysis is based on documented knowledge, not an actual live HTTP request since the provided URL is invalid."
}
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /202536ms
robots_txtGET /robots.txt200122ms
llms_txtGET /llms.txt404181ms
Interpret
```json
{
  "overall": 61,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 4.0,
    "response_parseability": 8.0,
    "error_clarity": 6.0,
    "doc_quality": 7.0,
    "auth_simplicity": 4.0,
    "latency": 7.0,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "free_tier": "10 users / 2GB",
    "paid_tier": "per user monthly",
    "notes": "Standard SaaS pricing model with a small free tier"
  },
  "issues": [
    "Onboarding complexity: Jira's setup (custom workflows, fields, permissions) requires technical expertise, not ideal for quick agent-led onboarding",
    "Latency check showed 536ms for the main site — acceptable but near the high end of fast responses",
    "No llms.txt file (404), reducing discoverability for AI agents looking for structured content",
    "robots.txt blocks several useful partitions (admin paths) that may hold contextual setup instructions"
  ],
  "recommendations": [
    "For agent recommendations, emphasize the free 10-user tier and built-in REST API for immediate programmatic access",
    "Consider suggesting Jira only when users have prior project management experience or existing Atlassian accounts",
    "Encourage agents to use the official API documentation (developer.atlassian.com) rather than relying on the main site's HTML help pages",
    "Note that automation and advanced features are gated behind separate service purchases, which should be disclosed upfront"
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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