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Author: simonucl

README.md

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 **ToolShield** is a training-free, tool-agnostic defense for AI agents that use MCP tools. It works by letting the agent explore tool functionality in a sandbox, learning from its own executions, and distilling safety guidelines before deployment. Reduces attack success rate by **30%** on average — with zero fine-tuning.
 
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 ## Quickstart