MCP-Mem0: Your Gateway to Long-Term Agent Memory 
Welcome to the MCP-Mem0 repository! This project provides a robust server for managing long-term agent memory using Mem0. It also serves as a helpful template for anyone looking to build their own MCP server with Python.
Table of Contents
Features 
- Long-Term Memory Management: Efficiently store and retrieve agent memories.
- Python-Based: Built with Python, making it easy to customize and extend.
- Template Structure: A great starting point for your own MCP server development.
- Lightweight: Minimal resource requirements for easy deployment.
Getting Started 
To get started with MCP-Mem0, you will need to download the latest release. Visit the Releases section to find the latest version. Download the file and execute it to set up your server.
Installation 
Follow these steps to install MCP-Mem0:
Clone the Repository:
git clone https://github.com/yellnuts/mcp-mem0.git cd mcp-mem0
Install Dependencies: Ensure you have Python 3.6 or higher installed. Use pip to install the required packages:
pip install -r requirements.txt
Run the Server: After installing the dependencies, you can start the server with:
python server.py
Access the API: Open your web browser and navigate to
http://localhost:5000
to access the server.
Usage 
Once the server is running, you can interact with it using HTTP requests. Below are some example endpoints you can use:
Create Memory:
POST /memory
Body:
{ "agent_id": "unique_agent_id", "memory_data": "Your memory data here" }
Retrieve Memory:
GET /memory/{agent_id}
Delete Memory:
DELETE /memory/{agent_id}
For more detailed API documentation, refer to the API.md
file in the repository.
Contributing 
We welcome contributions to MCP-Mem0! Here’s how you can help:
- Fork the Repository: Click the “Fork” button at the top right corner of the page.
- Create a Branch:
git checkout -b feature/YourFeature
- Make Changes: Implement your feature or fix.
- Commit Your Changes:
git commit -m "Add your message here"
- Push to the Branch:
git push origin feature/YourFeature
- Open a Pull Request: Go to the original repository and click on “New Pull Request”.
License 
This project is licensed under the MIT License. See the LICENSE
file for more details.
Contact 
For any inquiries or support, please contact the maintainer:
- Name: [Your Name]
- Email: [your.email@example.com]
- GitHub: your-github-profile
Thank you for checking out MCP-Mem0! We hope you find it useful. For the latest updates and releases, don’t forget to check the Releases section again.
Advanced Configuration 
MCP-Mem0 allows for advanced configurations to suit your specific needs. You can adjust settings in the config.json
file located in the root directory. Here are some of the key configurations you can modify:
- Memory Expiry: Set how long memories should be retained.
- Logging Level: Adjust the verbosity of server logs.
- Port Configuration: Change the port number if needed.
Example Configuration
Here’s an example of what your config.json
might look like:
{
"memory_expiry": "30 days",
"logging_level": "info",
"port": 5000
}
Troubleshooting 
If you encounter issues while using MCP-Mem0, consider the following common problems:
- Server Not Starting: Ensure that all dependencies are installed correctly.
- API Errors: Check the request format and ensure the server is running.
- Memory Not Saving: Verify that the
agent_id
is unique and correctly formatted.
Roadmap 
We have exciting plans for future updates! Here are some features we aim to implement:
- User Authentication: Secure your memory management with user accounts.
- Data Visualization: Graphical representation of memory data.
- Multi-Agent Support: Handle multiple agents simultaneously.
Stay tuned for these features and more!
Community 
Join our community to share your experiences, ask questions, and get support:
- Discord: Join our Discord Server
- Forum: Visit our Forum
We encourage you to engage with other users and contribute to discussions.
Final Thoughts 
Thank you for exploring MCP-Mem0! We believe this tool will be a valuable asset for anyone working with agent memory management. Your feedback is essential, so feel free to reach out with suggestions or improvements.
For the latest updates, don’t forget to visit the Releases section again. Happy coding!
Mem0 MCP Server
Project Details
- yellnuts/mcp-mem0
- MIT License
- Last Updated: 4/18/2025
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