18
/100
prowl
Benchmarked Aug 10, 2026

Shields

Concise, consistent, and legible badges in SVG and raster format

saas mcp_compliance public
Benchmark Your API

Score Breakdown

Auth Simplicity 8/10
Latency 5/10
Token Efficiency 2/10
Consistency 1/10
Documentation 1/10
Error Clarity 1/10
First-Try Success 1/10
Parseability 1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
MCP server at https://shields.io/mcp (endpoint source: website_guess)
Execute

2/2 tests passed

TestEndpointStatusLatency
mcp_initializePOST https://shields.io/mcp200117ms
mcp_tools_listPOST https://shields.io/mcp20069ms
Interpret
```json
{
  "overall": 12,
  "dimensions": {
    "token_efficiency": 2.0,
    "first_try_success": 1.0,
    "response_parseability": 1.0,
    "error_clarity": 1.0,
    "doc_quality": 1.0,
    "auth_simplicity": 8.0,
    "latency": 5.0,
    "consistency": 1.0
  },
  "pricing_normalized": {},
  "issues": [
    "Both MCP protocol tests (initialize and tools/list) returned a 404 badge SVG instead of proper MCP JSON responses",
    "The server appears entirely non-functional - no valid MCP protocol responses were returned",
    "Response is HTML/SVG instead of JSON-RPC, making it impossible for agents to parse",
    "The server is returning error data as if it were successful (status 200 with error content)",
    "Cannot discover, call, or use any tools because the MCP handshake fails"
  ],
  "recommendations": [
    "The server endpoint is likely misconfigured - verify the MCP server URL is pointing to the actual MCP endpoint",
    "Ensure the server implements the MCP protocol correctly: initialize should return JSON-RPC with server info, tools/list should return a JSON array of tool definitions",
    "Fix the routing so that MCP protocol requests don't get redirected to a badge generation service (404 badge suggests wrong server or path)",
    "Add proper error handling that returns JSON-RPC error objects with useful messages instead of SVG content",
    "Test the server with a direct MCP client before exposing it to agents"
  ]
}
```

Agent Readiness

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

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