EthicalEvalMAS is an open-source framework designed to systematically evaluate ethical behavior of multi-agent systems. It offers customizable scenario generation, ethical metrics, evaluation scripts, and result visualization for in‐depth compliance and fairness analysis.
Promote this Tool
Update this Tool
EthicalEvalMAS
EthicalEvalMAS is an open-source framework designed to systematically evaluate ethical behavior of multi-agent systems. It offers customizable scenario generation, ethical metrics, evaluation scripts, and result visualization for in‐depth compliance and fairness analysis.
Ads
What is EthicalEvalMAS?
EthicalEvalMAS provides a modular environment to assess multi-agent systems across key ethical dimensions such as justice, autonomy, privacy, transparency, and beneficence. Users can generate custom scenarios or use built-in templates, define bespoke metrics, execute automated evaluation scripts, and visualize outcomes through built-in reporting tools. Its extensible architecture supports integration with existing MAS platforms and facilitates reproducible ethical benchmarking across different agent behaviors.
Who will use EthicalEvalMAS?
- AI researchers
- Multi-agent system developers
- Ethics compliance teams
- Academic institutions
How to use the EthicalEvalMAS?
- Step1: Clone the repository from GitHub.
- Step2: Install Python dependencies via `pip install -r requirements.txt`.
- Step3: Define or select ethical scenarios and metrics in the config files.
- Step4: Run the evaluation scripts on your agent logs: `python evaluate.py`.
- Step5: Review generated reports and visualizations in the `results/` directory.
Platform
- Linux
- Mac
- Windows
EthicalEvalMAS's Core Features & Benefits
The Core Features
- Customizable scenario generation
- Ethical metric definitions
- Automated evaluation scripts
- Result visualization and reporting
- Modular, extensible architecture
The Benefits
- Systematic ethical analysis
- Open-source and extensible
- Cross-platform compatibility
- Reproducible benchmarking
- Detailed visual reports
EthicalEvalMAS's Main Use Cases & Applications
- Assessing fairness in agent interactions
- Benchmarking privacy compliance
- Evaluating autonomy constraints
- Educational tool for ethics courses
FAQs of EthicalEvalMAS
EthicalEvalMAS Company Information
- Abeer Dyoub
EthicalEvalMAS Reviews
5/5
EthicalEvalMAS's Main Competitors and alternatives?
AI Fairness 360
EthicsEval
OpenEthics Framework
You may also like:
Run coding agents in a persistent cloud workspace with shared files, previews, team context, and no local setup required.
Diagrid keeps AI agent workflows running through crashes, preserves state, and cryptographically proves every completed execution step.
Run coding agents locally with swappable models, tools, sandboxes, and session logs through a TypeScript plugin runtime.
Loopa is an AI agent platform that automates research, content creation, analysis, and workflow execution.
An autonomous AI agent that executes long tasks across apps, websites, and cloud computers end to end.
Hosted OpenClaw agent: one-click deploy, 500+ models, secure infrastructure, and automated agent management for teams and developers.
Enterprise-ready agent runtime that unifies Discord, web, and terminal with secure RAG, memory, and tool execution.
OpenClaw is an open-source, locally-run personal AI assistant that automates tasks via chat apps and plugins.
Managed Openclaw workspace to deploy local-first AI agents, hire AI staff, and join the Moltbook ecosystem.
CoTester is an enterprise-grade AI testing agent that reliably generates, runs, and self-heals automated tests.
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
SJinn is an AI-powered agent creating image, video, audio, and 3D content from descriptions.
Eigent is an open-source AI workforce platform managing complex workflows via multi-agent collaboration.
NVIDIA Omniverse Audio2Face transforms 3D character animations with AI-driven facial and emotional expressions.