小紅書自動化工具xiaohongshu-mcp引發關注，基於MCP協議實現自動登錄、內容發佈和數據獲取，提升運營效率，解放內容創作。
RedNote MCP是一個提供小紅書內容訪問的服務工具，支持通過命令行進行登錄認證、關鍵詞搜索筆記和URL訪問筆記內容等功能。
MCP Python SDK是一個實現模型上下文協議（MCP）的Python庫，用於標準化LLM應用與服務器之間的交互，支持資源、工具和提示的暴露與管理。
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