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May 13, 2026 · Backend Development

One‑Click Bug Fixes: AI‑Powered Log Diagnosis Skill with MCP

The article explains how to combine Claude Code's Skill framework with the Model Context Protocol (MCP) to let AI automatically fetch logs, extract key information, cross‑reference code, and pinpoint root‑cause bugs in a single command, illustrated by a hidden SQL bug case and efficiency tips.