HKUDS/AnyTool
"AnyTool: Universal Tool-Use Layer for AI Agents"
Implements intelligent tool orchestration through a multi-stage retrieval pipeline with pre-computed embeddings and adaptive caching, scaling from 10 to 10,000 tools while maintaining constant performance. Supports a unified interface across web APIs, system shells, GUI automation, and MCP backends, with built-in reliability tracking and self-evolving optimization that learns from execution history. Executes as either local in-process operations or via HTTP to a remote Flask server for sandboxing and multi-machine deployments.
600 stars.
Stars
600
Forks
76
Language
Python
License
MIT
Category
Last pushed
Feb 28, 2026
Commits (30d)
0
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