ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs 事件

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs arXiv:2507.10593v3 Announce Type: replace-cross Abstract: Every LLM tool call is structurally an RPC -- a function name, JSON arguments, and a serialized result -- yet each protocol (native Python, MCP, OpenAPI, LangChain) is integrated from scratch. We present ToolRegistry, a system that makes this RPC nature explicit: a single Tool object acts as a universal stub regardless of transport, while the registry ser