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MCP Blog

Latest insights, tutorials, and updates from the Model Context Protocol team

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1Panel MCP Server: Streamlined Linux Management & Website Deployment

1Panel is an open-source MCP Server providing a web-based control panel for Linux server management, offering efficient host monitoring, rapid website deployment, and an application store. It solves the complexity of server administration, making it ideal for developers and system administrators seeking a user-friendly interface.

June 25, 2026
7 min read
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LangBot MCP Client: Bridging LLMs to Global IM Platforms

LangBot is an easy-to-use, Python-based MCP client for integrating large language models with diverse global instant messaging platforms. It addresses the challenge of deploying AI bots across services like QQ, Discord, and WeChat, making advanced AI accessible to a broader audience. Developers and organizations seeking stable, extensible AI communication solutions via MCP should consider LangBot.

June 22, 2026
7 min read