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

io.github.lazymac2x/llm-output-quality-monitor · v1.0.0 · MCP 2024-11-05

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

Reachability reachable
checked 2026-07-14 04:08 UTC
Registry status active
Tools pinned 5
6e822a1b9b2c
Tools last changed unchanged since first capture 2026-07-14

Provenance

Registry namespace io.github.lazymac2x (GitHub-account verified by the official registry)
Repository github.com/lazymac2x/llm-output-quality-monitor-api
Remote endpoints
https://api.lazy-mac.com/llm-output-quality-monitor/mcp (streamable-http)

Observed changes

When (UTC)EventDetail
2026-07-14 04:08 first capture 5 tools pinned

Pinned tool definitions (5)

ToolDescription
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

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