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MCP Servers in Observability: Hype vs. Reality in the Age of AI Copilots

MCP Servers in Observability: Hype vs. Reality in the Age of AI Copilots

Amidst claims that Model Context Protocol (MCP) servers will revolutionize observability, a critical analysis reveals significant limitations. Citing LLM hallucinations, combinatorial reasoning flaws, and studies from MIT and chaos engineering experiments, this piece argues MCP serves best as a hypothesis generator—not an autonomous problem-solver. Human oversight remains indispensable in high-stakes incident response.