ToolRegistry unifies LLM tool integration across Python, MCP, OpenAPI, and LangChain, claiming 60-80% less code and up to 3.1x faster concurrent execution.
In Proceedings of the ACM on Web Conference 2025 , 2222–
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Unified Tool Integration for LLMs: A Protocol-Agnostic Approach to Function Calling
ToolRegistry unifies LLM tool integration across Python, MCP, OpenAPI, and LangChain, claiming 60-80% less code and up to 3.1x faster concurrent execution.