llm-output-quality-monitor

Name: llm-output-quality-monitor
Author: lazymac2x

MCP serverMCP

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

by lazymac2xrepository ↗v1.0.0

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30-day availability108/108 checks ok

when	check	result	http	latency	detail
4 h ago	mcp initialize	ok	200	189 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
11 h ago	mcp initialize	ok	200	319 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
17 h ago	mcp initialize	ok	200	147 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
24 h ago	mcp initialize	ok	200	157 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
30 h ago	mcp initialize	ok	200	44 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
2 d ago	mcp initialize	ok	200	255 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
2 d ago	mcp initialize	ok	200	36 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
2 d ago	mcp initialize	ok	200	35 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
2 d ago	mcp initialize	ok	200	46 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools
3 d ago	mcp initialize	ok	200	232 ms	server llm-output-quality-monitor-api 1.0.0 · protocol 2024-11-05 · 5 tools

Tools observed via MCP handshake

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 m
schema_enforcer — Validate JSON response against schema
consistency_check — Check consistency across multiple LLM responses

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No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

publisherName Official MCP Registry

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Official MCP Registryio.github.lazymac2x/llm-output-quality-monitor

first seen 1 mo ago · fetched 2 d agoopen ↗

Field history (6 recent events)

1 mo ago · declared · summary → "Cloudflare Workers MCP server: llm-output-quality-monitor"
1 mo ago · declared · description → "Cloudflare Workers MCP server: llm-output-quality-monitor"
1 mo ago · declared · publisherName → "lazymac2x"
1 mo ago · declared · repoUrl → "https://github.com/lazymac2x/llm-output-quality-monitor-api"
1 mo ago · declared · version → "1.0.0"
1 mo ago · declared · protocols → ["mcp"]

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Capabilities

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