RegPulse Compliance Oracle Verified

MCP server at https://www.reg-bot.ai/api/mcp (endpoint source: mcp_manifest_url)

2/2 tests passed

{"overall": 72, "dimensions": {"token_efficiency": 8.0, "first_try_success": 8.0, "response_parseability": 9.0, "error_clarity": 6.5, "doc_quality": 8.5, "auth_simplicity": 10.0, "latency": 9.5, "consistency": 8.0}, "pricing_normalized": {"model": "free_read_only", "notes": "No auth or payment required; read-only public records lookup. No pricing observed."}, "issues": ["Only two probes were run (initialize, tools_list); no actual tool invocation was exercised, so runtime error handling and response shape weren't observed directly.", "Instructions field and serverInfo are verbose but informative; fine token cost on initialize.", "Error clarity is inferred from schema descriptions only; untested invalid-argument behavior.", "Domain is narrow (Florida food licenses only) — limited tool surface."], "recommendations": ["Exercise a real lookup_florida_license call to validate first-try success and response shape.", "Test invalid license_number and name+zip combos to confirm error messages are actionable.", "Add a schema/discovery hint in instructions so agents avoid one extra tools_list round trip.", "Consider a tools/list output cap or summary if the catalog grows beyond a handful of tools."]}