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AI Agents

agent-sphere

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This project is an AI Agent orchestration platform. It uses an LLM-driven decision engine, combined with capabilities (built-in tools, MCP protocol, CLI execution, browser operations, etc.), to achieve a basic closed loop from perception → planning → execution → feedback.本项目是一个面向 AI Agent 编排平台。它通过 LLM 驱动的决策引擎,结合能力(内置工具、MCP 协议、CLI 执行、浏览器操作等)

★ 12011 forksJavaMITnullpointexception-i

A Java-based AI agent orchestration platform with ReAct loops, sub-agent delegation, model-provider routing, and a unified tool layer for MCP, CLI, skills, and browser automation. Includes a web UI and embeddable chat widget.

Use Cases

Orchestrate LLM-driven tasks with a plan-act-observe loopDelegate work to sub-agents and coordinate dependent tasksAutomate browser interactions using a Chrome extensionConnect agents to MCP servers, CLI commands, and built-in toolsEmbed an AI chat widget in third-party applications

Built With

Language
Java
Frameworks
Spring Boot · React · UmiJS

Tags

AI agents · agent orchestration · multi-agent · ReAct · MCP · browser automation · CLI tools · skills · human-in-the-loop · model routing