πŸ“‘ MCP Radar

MCP servers for llm-evaluation

17 Model Context Protocol servers tagged llm-evaluation, ranked by stars. Updated daily. Browse all servers β†’

PyModel/jev-judge-mcp

Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, o

⭐ 29Python
bimal1023/AI-native-engineer

Tracking my journey into AI engineering, one module at a time. Fundamentals to agents, with hands-on projects. Open to all.

⭐ 8
Alpha-Park/genpark-agent-toxicity-sentiment-drift-monitor-skill

Real-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)

⭐ 8Python
Alpha-Park/genpark-automated-llm-judge-feedback-evaluator-skill

Multi-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)

⭐ 8Python
alphaparkinc/genpark-topical-dialog-boundary-deflection-router-skill

Topical dialog boundary enforcer & safety deflection router (NeMo Guardrails)

⭐ 8Python
Alpha-Park/genpark-agent-opentelemetry-span-trace-profiler-skill

OpenTelemetry distributed agent span trace annotator & latency profiler (Arize Phoenix)

⭐ 8Python
alphaparkinc/genpark-agent-toxicity-sentiment-drift-monitor-skill

Real-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)

⭐ 8Python
Alpha-Park/genpark-multimodal-hallucination-factuality-verifier-skill

Ground-truth factuality validator & contradiction detector (Cleanlab)

⭐ 8Python
alphaparkinc/genpark-automated-llm-judge-feedback-evaluator-skill

Multi-criteria automated LLM judge scoring engine & rubric evaluator (Braintrust)

⭐ 8Python
Alpha-Park/genpark-topical-dialog-boundary-deflection-router-skill

Topical dialog boundary enforcer & safety deflection router (NeMo Guardrails)

⭐ 8Python
alphaparkinc/genpark-multimodal-hallucination-factuality-verifier-skill

Ground-truth factuality validator & contradiction detector (Cleanlab)

⭐ 8Python
kaithoughtarchitect/titration

Let your coding agent fix a prompt until it actually works, and prove it did. A self-hosted MCP server: cross-vendor judges, frozen baselines and memory.

⭐ 8TypeScript
metahub-ai/assay

An open, reproducible trust layer for AI artifacts β€” skills, MCP servers, agents, and plugins. Assay inspects code, runs sandboxed behavioral audits, and generates verifiable reports. Help us build th

⭐ 4TypeScript
lindixu6-hash/awesome-agentic-engineering

Executable AI agent readiness gate: GitHub Action, prompt injection evals, LangGraph traces, risk profiles, and bilingual EN/δΈ­ζ–‡ docs.

⭐ 3JavaScript
abhishekswe/agent-fastpath

Jev MCP server: a decision layer for coding agents, built on TypeSafe Jev (System One model). Ship gates, risk checks, file triage that keeps files out of context, and a safe headless browser, with ca

⭐ 3TypeScript
diorrego/toolgate-experiment

Benchmarks of MCP tool selection accuracy and latency. V2 evaluates 143 Woku tools with GPT-6 Luna API calls and Jev; includes Go/Rust cores, one TypeScript SDK and reproducible reports.

⭐ 3JavaScript
pablodiazjorge/rea-lab

Reverse engineering with AI agents on Windows: verifying, measuring and visualising the tools agents use, with rea and Ghidra

⭐ 3TypeScript

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