AgentCheck: A Reproduce-Intervene-Mitigate Workbench for LLM Agents over MCP

Tool-using LLM agents are mostly evaluated assuming all tools work. When a tool times out, returns a week-stale value, or has its description poisoned in deployment, the developer needs a controlled way to reproduce the failure, test a fix, and confirm the fix worked before deployment. We present Ag...