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AI Agents Practical project

Product MCP Assistant

MCP server + Telegram client

Problem

An LLM does not have direct structured access to application data and actions.

Solution

An MCP server with explicit tools and a Telegram client that invokes them through an AI layer.

Result

An extensible agent architecture where data and actions are separated from the interface and the model.

Technologies

PythonMCPaiogram 3SQLiteLLM API