MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

Xiang Fei, Xiawu Zheng, Hao Feng

True intelligence requires active capability acquisition, yet current LLM agents inject pre-defined tool schemas into prompts, reducing models to passive selectors and falling shor…