Llm Output Quality Monitor

Last 30 days

Uptime

100%

Response time

88 ms typical, 88 ms slowest 5%

Last check

7 h ago

Next check

any minute now

How to call it

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "llm-output-quality-monitor": {
      "type": "http",
      "url": "https://api.lazy-mac.com/llm-output-quality-monitor/mcp"
    }
  }
}

5 tools

• quality_validator

  Validate LLM response quality based on length, format, and structure

• drift_detector

  Detect quality drift between current and previous LLM responses

• hallucination_scorer

  Pattern-based heuristic risk scoring for LLM responses (0-100). Detects linguistic signals such as contradictory assertions, unsourced claims, and uncertainty markers. Not a semantic hallucination detector.

• schema_enforcer

  Validate JSON response against schema

• consistency_check

  Check consistency across multiple LLM responses

Security scan

• No findings. We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.

Recent checks