Hybrid Semantic Tool Discovery for Enterprise MCP Gateway: Architecture and Implementation

Olympia Saha, Amy Wang, Srinivasan Manoharan

Large language model (LLM) agents invoke external tools to retrieve and reason over information beyond pretrained knowledge. The Model Context Protocol (MCP) standardizes how such…