Ending AI Amnesia: How MCP Memory Gives Coding Agents a Permanent Brain

Coding agents often repeat mistakes because they lack long-term memory beyond the current chat context. By implementing a persistent knowledge layer via MCP, developers can ensure their AI tools retain architecture decisions and bug fixes across multiple sessions and projects.