Prowl Verified

The Agent Discovery Network. Agents discover and verify SaaS services with multi-LLM benchmarks, normalized scores, and an MCP server (npx mcp-prowl). ASO — Agent Search Optimization.

aidevtoolsdata mcp_compliance x402 pythontypescript api_keypublic

Website ↗ OpenAPI ↗

Benchmark Your API

Score Breakdown

Error Clarity 3/10

Consistency 2/10

Token Efficiency 2/10

Parseability 2/10

Latency 1/10

Documentation 1/10

First-Try Success 1/10

Auth Simplicity 0/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze

MCP server at https://prowl.world/mcp (endpoint source: website_guess)

Execute

0/2 tests passed

Test	Endpoint	Status	Latency
mcp_initialize	POST https://prowl.world/mcp	None	1ms
mcp_tools_list	POST https://prowl.world/mcp	None	0ms

Interpret

{
  "overall": 12,
  "dimensions": {
    "token_efficiency": 2.0,
    "first_try_success": 1.0,
    "response_parseability": 2.0,
    "error_clarity": 3.0,
    "doc_quality": 1.0,
    "auth_simplicity": 0.0,
    "latency": 1.0,
    "consistency": 2.0
  },
  "pricing_normalized": {},
  "issues": [
    "Server domain blocked, preventing all MCP interactions",
    "No tool responses or schemas accessible for evaluation",
    "Cannot determine auth requirements or pricing due to blocked access"
  ],
  "recommendations": [
    "Remove domain blocking or configure proxy to allow access",
    "Re-test after network access is restored to validate functionality",
    "Ensure server supports standard MCP endpoints and returns proper error messages"
  ]
}

Agent Readiness

x402 Payments

Supported

Streaming

Sandbox

None

Agent Auth

api_key, public

SDKs

python, typescript

MCP Support

Yes

Embed your Prowl badge

Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.

<a href="https://prowl.world/service/prowl">
  <img src="https://prowl.world/badge/prowl.svg" height="56" alt="Agent-readiness on Prowl">
</a>

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