AgentWong_optimized-memory-mcp-serverv2

AgentWong_optimized-memory-mcp-serverv2

3.1
developer_tools

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Optimized Memory MCP Server v2 is a Python-based Model Context Protocol server designed to work with Claude Desktop as an MCP client.

The Optimized Memory MCP Server v2 is a personal project aimed at testing Claude AI's ability to self-write an MCP Server code for its own use. This server is implemented in Python and is structured to facilitate easy integration and testing with Claude Desktop, which acts as the MCP client. The project is organized into several directories, including source code, tests, and documentation, ensuring a modular and maintainable codebase. The server leverages Python 3.13.1 and requires the installation of specific dependencies, including uvx, to function correctly. The setup process involves creating a virtual environment, installing dependencies, initializing the database, and running the server using uvx.

Features

  • Python-based implementation for easy integration with Claude Desktop.
  • Modular project structure with separate directories for source code, tests, and documentation.
  • Utilizes Python 3.13.1 and uvx for optimal performance.
  • Includes a virtual environment setup for dependency management.
  • Database initialization and management using Alembic.

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