MCP Filesystem

MCP Filesystem

Enables natural language filesystem operations (create, list, delete directories/files) via Ollama local LLM and MCP protocol within allowed directories.

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README

MCP Filesystem

A simple Model Context Protocol (MCP) application that provides filesystem operations using Ollama local LLM. This project demonstrates the integration of local AI models with filesystem operations through a client-server architecture.

Architecture

image

Features

  • Client-server architecture using MCP protocol
  • Integration with Ollama local LLM (Microsoft Phi-3 3.8b model)
  • Directory creation capabilities
  • Conversational CLI interface
  • Secure file system operations within allowed directories

Prerequisites

  • Node.js
  • Ollama with Phi-3 3.8b model installed
  • Basic understanding of terminal operations

Installation

  1. Clone the repository
  2. Install dependencies:
npm install

Configuration

The server accepts allowed directories as command-line arguments. These directories will be the only locations where the application can perform filesystem operations.

Usage

Start the server:

npm start

The client will automatically start the server and connect to Ollama. You can then interact with the system through natural language commands.

Example commands:

  • "Create a directory named 'test'"
  • "List the files in the current directory"
  • "Delete the file 'test.txt'"

Project Structure

  • client.js: MCP client implementation with Ollama integration
  • server.js: MCP server implementation with filesystem operations

Dependencies

  • @modelcontextprotocol/sdk : Core MCP SDK
  • Ollama : Local AI model for natural language processing
  • Microsoft Phi-3 3.8b model : AI model for natural language processing

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