# llm-output-quality-monitor MCP server

Cloudflare Workers MCP server: llm-output-quality-monitor

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-lazymac2x-llm-output-quality-monitor
- Repository: https://github.com/lazymac2x/llm-output-quality-monitor-api

## Install
- Endpoint: https://api.lazy-mac.com/llm-output-quality-monitor/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://api.lazy-mac.com/llm-output-quality-monitor/mcp

## Tools
- quality_validator - Validate LLM response quality based on length, format, and structure Endpoint: https://api.lazy-mac.com/llm-output-quality-monitor/mcp
- drift_detector - Detect quality drift between current and previous LLM responses Endpoint: https://api.lazy-mac.com/llm-output-quality-monitor/mcp
- 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. Endpoint: https://api.lazy-mac.com/llm-output-quality-monitor/mcp
- schema_enforcer - Validate JSON response against schema Endpoint: https://api.lazy-mac.com/llm-output-quality-monitor/mcp
- consistency_check - Check consistency across multiple LLM responses Endpoint: https://api.lazy-mac.com/llm-output-quality-monitor/mcp

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: io.github.lazymac2x
- Version: 1.0.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: May 16, 2026
- Source: https://registry.modelcontextprotocol.io