Diagnosing Tool-Selection Reasoning in LLM Agents with Canary Tools

Atul Anand, Sourav Chattaraj

Agent evaluations tell us that a model picked the wrong tool, but rarely why. We introduce canary tools: diagnostic probe tools planted in an agent's Model Context Protocol (MCP) t…