Prowl
73/100
prowl
Benchmarked Oct 05, 2026

Fvm

Flutter Version Management: A simple CLI to manage Flutter SDK versions.

developerapi platform_profile
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Score Breakdown

Latency10/10
Auth Simplicity10/10
Consistency8/10
Token Efficiency8/10
First-Try Success8/10
Documentation7/10
Error Clarity6/10
Parseability5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://fvm.app",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {
      "note": "FVM is an open-source CLI tool, free to use."
    }
  },
  "rate_limits": {},
  "capabilities": [
    "Manage multiple Flutter SDK versions",
    "Per-project Flutter version pinning",
    "Global Flutter version selection",
    "Caching of downloaded Flutter SDK versions",
    "CLI-based version management",
    "Integration with development environments and IDEs"
  ],
  "raw_analysis": "FVM (Flutter Version Management) is a command-line interface tool designed to simplify the management of multiple Flutter SDK versions on a single machine. It is primarily targeted at Flutter developers who need to switch between different Flutter versions for various projects. The tool is mature, widely adopted in the Flutter community, and available for macOS, Linux, and Windows. It is open-source and free to use. FVM does not expose a public REST API; its primary interface is the CLI. However, it integrates with popular IDEs like VS Code and Android Studio/IntelliJ via configuration, and it can be used in CI/CD pipelines. The tool is maintained by the community and has a stable release history."
}
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200109ms
robots_txtGET /robots.txt40437ms
llms_txtGET /llms.txt40434ms
Interpret
{
  "overall": 60,
  "dimensions": {
    "token_efficiency": 8.5,
    "first_try_success": 7.5,
    "response_parseability": 5.0,
    "error_clarity": 6.0,
    "doc_quality": 7.0,
    "auth_simplicity": 9.5,
    "latency": 9.8,
    "consistency": 7.5
  },
  "pricing_normalized": {
    "model": "free",
    "note": "Open-source CLI tool; no cost to use"
  },
  "issues": [
    "No robots.txt (404) — limits crawl guidance for agents",
    "No llms.txt (404) — no agent-optimized machine-readable entrypoint",
    "No public API or structured data export; interaction is purely via CLI",
    "Website serves HTML docs only; no JSON/OpenAPI surface for programmatic consumption",
    "Documentation is clear for humans but lacks machine-readable error schemas"
  ],
  "recommendations": [
    "Publish a robots.txt and llms.txt to improve agent discoverability",
    "Expose a JSON manifest of available Flutter SDK versions (latest stable list) for programmatic consumption",
    "Add an OpenAPI/JSON endpoint for version resolution helpers",
    "Provide structured error codes in CLI output (e.g., --json flag) to improve parseability",
    "Document explicit constraints (OS support, network requirements) in a structured format",
    "Publish a status page or uptime indicator to reinforce reliability perception for agents"
  ]
}

Agent Readiness

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

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