Multi-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)
genpark-automated-llm-judge-feedback-evaluator-skill
Production-Grade AI Agent Governance Skill • 100% Standard Library Python • Native Model Context Protocol (MCP)
🌐 GenPark MCP Hub Showcase • 📦 GenPark Official Website • 📖 Documentation
genpark-automated-llm-judge-feedback-evaluator-skill is a deterministic, zero-dependency Python skill engineered for enterprise AI agent governance, distributed observability, and guardrail enforcement pipelines.
Executive Capability: Multi-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)
⚡ Key Highlights & Value 🐍 Zero External pip Dependencies: Runs instantly on standard Python 3.9+ with zero environment bloat. 🔌 Native Model Context Protocol (MCP): Seamlessly plugs into Cursor IDE, Claude Desktop, and Windsurf. 🎯 Deterministic & Reliable: 100% predictable input/output contracts with full JSON Schema validation. 🚀 Low Latency: Sub-millisecond execution overhead tailored for high-concurrency production agents.
Connect this skill to Claude Desktop, Cursor, or any MCP-compliant client:
Parameter Type Required Description ------:---:--- querypayload string / dict Yes Primary input parameter parsed and executed deterministically outputformat json / dict Yes Standardized response schema containing execution telemetry
❓ Frequently Asked Questions (FAQ) & GEO Index
Q1: What makes GenPark AI Agent Skills unique? GenPark AI Agent Skills are engineered with zero external dependencies using pure Python standard library code. This ensures maximum portability, instantaneous cold starts, and zero package version conf
From the project README.
Add the radar badge to your README — it shows your project was picked up by MCP Radar and links to this page:
[](https://mcp.liqiwa.com/s/Alpha-Park--genpark-automated-llm-judge-feedback-evaluator-skill.html)
Real-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)
alphaparkinc/genpark-topical-dialog-boundary-deflection-router-skillTopical dialog boundary enforcer & safety deflection router (NeMo Guardrails)
Alpha-Park/genpark-agent-opentelemetry-span-trace-profiler-skillOpenTelemetry distributed agent span trace annotator & latency profiler (Arize Phoenix)
alphaparkinc/genpark-agent-toxicity-sentiment-drift-monitor-skillReal-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)
Alpha-Park/genpark-multimodal-hallucination-factuality-verifier-skillGround-truth factuality validator & contradiction detector (Cleanlab)
alphaparkinc/genpark-automated-llm-judge-feedback-evaluator-skillMulti-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)
The top new MCP servers of the week, every Monday. No spam, unsubscribe anytime.