LLM Output Quality Monitor is answering right now. Last checked 10 min ago. It exposes 5 tools. Last commit 17 May 2026.
Cloudflare Workers MCP server: llm-output-quality-monitor
LLM Output Quality Monitor missed one check this week
Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.
Connect this server
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 10 min ago.
claude mcp add llm-output-quality-monitor --transport http https://api.lazy-mac.com/llm-output-quality-monitor/mcphttps://api.lazy-mac.com/llm-output-quality-monitor/mcp[mcp_servers.llm-output-quality-monitor]
url = "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"
}
}
}{
"servers": {
"llm-output-quality-monitor": {
"type": "http",
"url": "https://api.lazy-mac.com/llm-output-quality-monitor/mcp"
}
}
}Available tools 5
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
consistency_check
drift_detector
hallucination_scorer
quality_validator
schema_enforcer
Endpoints
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://api.lazy-mac.com/llm-output-quality-monitor/mcp | streamable-http | answering | 34 ms | 10 min ago |
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LLM Output Quality Monitor — questions
Answers built from our own checks of this server.