An LLM agent framework where the model actively emits structured server/tool requests, retrieved through hierarchical semantic routing, reducing context overhead while maintaining tool-selection accuracy.
Langchain.https://github.com/ langchain-ai/langchain, 2022
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MCP-Zero: Active Tool Discovery for Autonomous LLM Agents
An LLM agent framework where the model actively emits structured server/tool requests, retrieved through hierarchical semantic routing, reducing context overhead while maintaining tool-selection accuracy.