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ReCode-MCP acts as a Model Context Protocol (MCP) server, enabling AI assistants to access and interact with the detailed code change history maintained by the ReCode VS Code extension. It allows AI to query historical changes by time or file path, retrieve detailed diffs for specific modifications, search for code additions or deletions based on content, and view workspace statistics. This integration empowers AI tools like Claude Desktop and Cursor to provide intelligent insights and assistance based on a developer's past coding activities across multiple projects.