ClearCoreAI: The Ultimate Modular AI Agent Orchestrator

ClearCoreAI is an open-source framework designed for the orchestration of modular AI agents, emphasizing transparency and efficiency. Its features include dynamic agent registration with capability validation, allowing users to set goals in natural language, which the system then converts into actionable plans. The framework implements AIWaterdrop metering to measure the computational effort of each agent at various execution stages. Additionally, it verifies agent compatibility to create functional execution pipelines automatically. Each agent’s performance metrics—such as uptime, health, mood, and energy usage—are accessible via API. The system is also Docker-ready, enabling rapid deployment and testing of multi-agent operations. ClearCoreAI focuses on secure, auditable output, making it a robust tool for developers and researchers in AI orchestration. Users can reach out to the creator for questions or contributions via the provided contact email.

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