Cwkcursorpippamcp

A comprehensive memory management system MCP server for Cursor IDE, enabling AI assistants to remember, recall, and manage information across conversations. Designed as a reference implementation for advanced MCP (Model Context Protocol) server design.

Features

• Persistent Memory Across Conversations: Allows AI assistants (such as Claude or any model supporting MCP) to store and recall information throughout sessions.
• Model-Agnostic Design: While initially built for Claude, works with any AI assistant compatible with MCP.
• Streamlit Management UI: Provides a user-friendly web interface for browsing, searching, editing, and deleting memories outside of Cursor IDE.
• Explicit Tool Invocation: Supports explicit MCP tool calls for memory operations (remember, recall, list, delete) via Cursor IDE.
• Natural Language and Tool Calls: Enables both natural language and explicit tool-based memory management, depending on context.
• Reference Implementation: Includes a simple "Hello World" MCP server example and advanced usage guides for building custom MCP servers.
• Educational Resources: Comprehensive documentation, learning guides, SDK instructions, and troubleshooting advice for MCP integration.
• Three-tier Configuration System: Supports flexible configuration through prioritized sources and .env files.
• API Usage: Memory system can be accessed programmatically for advanced integrations.
• Troubleshooting Guides: Addresses common issues with MCP server setup and Cursor integration.
• Open Source: Code licensed under MIT (with identity/personality content under separate terms).

Installation & Usage

• Designed to be installed as a Python development module.
• Must use the same Python environment as Cursor IDE.
• Configurable via mcp.json and optional .env file.
• Runs as a subprocess when enabled in Cursor's MCP Servers settings.

Project Structure

• learning/: Guides, SDK instructions, troubleshooting, and working examples.
• mcp-pippa-memory/: Main MCP memory server implementation.

Pricing

• Free and Open Source (MIT License for code)

Links

• GitHub Repository
• MCP Learning Guide

Category

• AI Integration MCP Servers

Tags

mcp memory context-management cursor