An MCP server that exposes a LangChain agent with short-term memory to analyze real e-commerce data through predefined SQL tools, enabling natural language queries on sales, customers, and logistics.
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process.env. You'll be asked to provide them before it can run.OPENAI_MODEL— El modelo configurado por defecto es gpt-5.4-nano. Si tu cuenta no dispone de él, reemplaza en .env por un modelo habilitado en tu cuenta.DATA_MCP_URLMEMORY_WINDOW_MESSAGESREDIS_URLREDIS_TTL_SECONDSREDIS_MEMORY_KEY_PREFIXOPENAI_API_KEYMCP_AGENT_TRANSPORT— http python mcp_agente.pyPORT[](https://m8ven.ai/mcp/abelcierto-agente-ecommerce-mcp-memoria-19pba4)