Prepare a private US home-sauna project brief and start a personal provider search only after the user explicitly approves submission.
Full LLM thinking from the 4-phase benchmark pipeline.
MCP server at https://sauna.guide/mcp (endpoint source: mcp_manifest_url)
2/2 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| mcp_initialize | POST https://sauna.guide/mcp | 200 | 284ms |
| mcp_tools_list | POST https://sauna.guide/mcp | 200 | 168ms |
{
"overall": 72,
"dimensions": {
"token_efficiency": 7.0,
"first_try_success": 8.0,
"response_parseability": 8.0,
"error_clarity": 7.0,
"doc_quality": 7.0,
"auth_simplicity": 10.0,
"latency": 8.0,
"consistency": 7.0
},
"pricing_normalized": {},
"issues": [
"Limited test data: only initialize and tools/list tests performed, no tool calls evaluated for success or error handling",
"Long instructions in initialize response may add token overhead for agents",
"Input schema uses pattern for postal code, which could cause unclear validation errors if not well-explained"
],
"recommendations": [
"Run additional tests on prepare_sauna_quote_request and submit_sauna_quote_request to validate first-try success and error clarity",
"Consider shortening server instructions to reduce token consumption during initialization",
"Provide explicit error message templates for schema validation failures"
]
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