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
Category
- AI Integration MCP Servers
mcp memory context-management cursor
