io.github.lazymac2x/llm-output-quality-monitor

repo:https://github.com/lazymac2x/llm-output-quality-monitor-api

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

transport:: remote
credential class:: self-provisionable
repo:: https://github.com/lazymac2x/llm-output-quality-monitor-api

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Tools

consistency_check
Check consistency across multiple LLM responses
shallow
drift_detector
Detect quality drift between current and previous LLM responses
shallow
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.
shallow
quality_validator
Validate LLM response quality based on length, format, and structure
shallow
schema_enforcer
Validate JSON response against schema
shallow

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