{"repo":"HKUDS/AnyTool","free":true,"listed":false,"github":"https://github.com/HKUDS/AnyTool","clone":"git clone https://github.com/HKUDS/AnyTool.git","description":"\"AnyTool: Universal Tool-Use Layer for AI Agents\"","language":"Python","stars":686,"topics":["ai-agents","mcp","tool-use","tool-orchestration","computer-use-agents"],"license":"MIT","category":"ai-agents","readme_excerpt":"AnyTool: Universal Tool-Use Layer for AI Agents ✨ One Line of Code to Supercharge any Agent with Fast, Scalable and Powerful Tool Use ✨ ⚡ Fast - Lightning Tool Retrieval     📈 Self-Evolving Tool Orchestration     ⚡ Universal Tool Automation 🎯 What is AnyTool? AnyTool is a Universal Tool-Use Layer that transforms how AI agents interact with tools. It solves three fundamental challenges that prevent reliable agent automation: overwhelming tool contexts , unreliable community tools , and limited capability coverage -- delivering the first truly intelligent tool orchestration system for production AI agents. 💡 Research Highlights ⚡ Fast - Lightning Tool Retrieval - Smart Context Management : Progressive tool filtering delivers exact tools in milliseconds through multi-stage pipeline, eliminating context pollution while maintaining speed. - Zero-Waste Processing : Pre-computed embeddings and lazy initialization eliminate redundant processing - tools are instantly ready across all executions. 📈 Scalable - Self-Evolving Tool Orchestration - Adaptive MCP Tool Selection : Smart caching and selective re-indexing maintain constant performance from 10 to 10,000 tools with optimal resource usage. - Self-Evolving Tool Optimization : System continuously improves through persistent memory, becoming more efficient as your tool ecosystem expands. 🌍 Powerful - Universal Tool Automation - Quality-Aware Selection : Built-in reliability tracking and safety controls deliver","default_branch":null,"files":null,"tree":[],"storefront":"/r/HKUDS","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/HKUDS/AnyTool/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}