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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Rishabh Mehan

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Review Aug 2026

Can MCP Clients Decide What to Do After Failure? A Result-Only Actionability Audit

A client that receives isError:true knows that something went wrong. It may still have no machine-readable basis for deciding whether to fix an argument, authenticate, wait, choose another tool, or stop. This paper studies what deterministic software can learn from a completed MCP failure result alone; request argument...

Rishabh Mehan · 1 citation

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