io.github.lazymac2x/llm-output-quality-monitor · v1.0.0 · ai-and-media
io.github.lazymac2x/llm-output-quality-monitor is healthy: it completed an MCP handshake in 366 ms and exposes 5 tools.
Cloudflare Workers MCP server: llm-output-quality-monitor
Endpoint: https://api.lazy-mac.com/llm-output-quality-monitor/mcp (streamable-http)
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| Users (last 30 days) | 0 |
| Handshake | Healthy |
| Auth needed | None |
| Tool count | 5 |
| Latency | 366 ms |
| Last checked (UTC) | 2026-10-16T09:10:37.644Z |
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-16T09:10:37.644Z | Healthy | 366 | |
| 2026-10-15T04:45:35.742Z | Healthy | 899 |
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 |