关于The Defens，以下几个关键信息值得重点关注。本文结合最新行业数据和专家观点，为您系统梳理核心要点。
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另外值得一提的是，We graduate from our hand-rolled registry to the real FastMCP framework and create a server with six tools spanning both of colab-mcp’s operational modes: proxy tools like open_colab_browser_connection, proxy_add_code_cell, and proxy_execute_cell, plus runtime_execute_code for direct kernel access. We then build a SimulatedColabWebSocketServer that replicates the Session Proxy architecture — it listens for connections, validates a security token on the first message, and forwards JSON-RPC tool calls between the browser frontend and the MCP client. We run the full demo by spinning up the server, connecting a simulated browser client that sends add_code_cell and execute_cell calls, and verifying that authenticated messages flow correctly through the bridge.
展望未来，The Defens的发展趋势值得持续关注。专家建议，各方应加强协作创新，共同推动行业向更加健康、可持续的方向发展。