most citedTowards Automated Cross-domain Exploratory Data Analysis through Large Language Models

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cs.SE2026

Semantic Tool Discovery for Large Language Models: A Vector-Based Approach to MCP Tool Selection

Sarat Mudunuri, Jian Wan, Ally Qin +1

Large Language Models (LLMs) with tool-calling capabilities have demonstrated remarkable potential in executing complex tasks through external tool integration. The Model Context P…