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io.github.lazymac2x/llm-output-quality-monitor
io.github.lazymac2x/llm-output-quality-monitor · v1.0.0
No registry update 90+ days
Measured by MCP Station
| Last check | Reachable |
|---|---|
| Checked at | — |
| Check success 7 / 30 days | — |
| First-try success 30 days | — |
| Median response | — |
| Lookups 30 days | — |
| Authentication | No auth |
| MCP version | 2024-11-05 |
| Rank score | — |
| Declared risk | Not declared (tools carry no read/destructive hints) |
| Capabilities declared | tools |
| Tool definitions | 5 tools · with description 100% · input schema is an object 100% · read/destructive hints 0% |
Description written by the publisher, not verified
Cloudflare Workers MCP server: llm-output-quality-monitor
Connect
streamable-http · https://api.lazy-mac.com/llm-output-quality-monitor/mcp
claude mcp add --transport http llm-output-quality-monitor https://api.lazy-mac.com/llm-output-quality-monitor/mcp{
"mcpServers": {
"llm-output-quality-monitor": {
"url": "https://api.lazy-mac.com/llm-output-quality-monitor/mcp"
}
}
}Tools as reported by the server
quality_validatorValidate LLM response quality based on length, format, and structuredrift_detectorDetect quality drift between current and previous LLM responseshallucination_scorerPattern-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_enforcerValidate JSON response against schemaconsistency_checkCheck consistency across multiple LLM responses
Repository · JSON · Text for agents · Registry updated 2026-05-16