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Slack Fast is a high-performance Model Context Protocol (MCP) server written in Go, designed to facilitate rapid and seamless integration of Slack communication into AI editors, terminals, and other development environments. Engineered for speed, it boasts a startup time of approximately 10ms, significantly outperforming Node.js and Python alternatives, which directly enhances the user experience for tools that launch a new process for each request. It offers three core MCP tools for posting messages, retrieving channel history, and replying to threads, alongside a robust CLI mode, an interactive setup wizard, and secure configuration options, making Slack interactions swift and efficient for developers.