Local MCP Client Demo

Example Use Cases

• 1

  Local data storage and retrieval using SQLite.

• 2

  Run fully local LLM-powered tools without external API calls.

• 3

  A customizable MCP server with easy tool extension.

Description

This project showcases a Model Context Protocol (MCP) server that uses SQLite for data storage and FastMCP for tool management, combined with a locally hosted DeepSeek-R1 language model via Ollama. It enables building context-aware agents powered by LlamaIndex, allowing users to add and query data through a command-line chat interface. The setup promotes local execution without relying on external APIs, enhancing privacy and control.