llm-output-quality-monitor
Cloudflare Workers MCP server: llm-output-quality-monitor
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What it can do
What data it sees
Do you need an account
No: the server works without sign-in
Cloudflare Workers MCP server: llm-output-quality-monitor
Server tool list (5)
Raw names from tools/list. Only developers need these.
| 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 |