Christian Posta 10/19/2025

API Keys Are a Bad Idea for Enterprise LLM, Agent, and MCP Access

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This article critiques the common enterprise practice of using API keys to secure access for LLMs, AI agents, and MCP services. It explains that API keys are long-lived, coarse-grained credentials not designed for security, posing significant risks in probabilistic AI environments. The author advocates for moving to more secure authentication and authorization methods tailored for modern AI systems.

API Keys Are a Bad Idea for Enterprise LLM, Agent, and MCP Access

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