Doc: Mem0 mcp with cursor (#2318)
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title: MCP Server
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## Integrating mem0 as an MCP Server in Cursor
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[mem0](https://github.com/mem0ai/mem0-mcp) is a powerful tool designed to enhance AI-driven workflows, particularly in code generation and contextual memory. In this guide, we'll walk through integrating mem0 as an **MCP (Model Context Protocol) server** within [Cursor](https://cursor.sh/), an AI-powered coding editor.
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## Prerequisites
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Before proceeding, ensure you have the following installed:
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- Cursor IDE
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- Python (>=3.8)
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- Git
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- [mem0-mcp](https://github.com/mem0ai/mem0-mcp) (Clone the repository and set up as per the instructions in the README)
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## Configuring Cursor to use mem0 as an MCP Server
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1. **Open Cursor.**
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2. **Navigate to `Settings` > `Cursor Settings` > `Features` > `MCP Servers`.**
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3. **Add a new provider using the MCP server:**
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- Click on **`Add new MCP server`**
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- Provide a name for the server, e.g. `mem0` and select type as `sse`
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- Enter the **SSE Endpoint**: `http://0.0.0.0:8080/sse`
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4. **Save and Restart Cursor** to apply changes.
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## Demo
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<iframe width="560" height="315" src="https://www.youtube.com/embed/fWa6KX7cpG8?si=cmJDz2sQevGnItSI" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
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## Using mem0 in Cursor
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Once integrated, mem0 can assist with contextual memory and AI-driven coding enhancements. Some key functionalities include:
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### 1. Storing Coding Preferences
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Mem0 can store and manage coding preferences, including:
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- Complete code snippets with dependencies
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- Language/framework versions
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- Documentation and comments
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- Best practices and example usage
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### 2. Retrieving Stored Preferences
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Access all stored coding references to:
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- Review implementations
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- Maintain consistency in coding practices
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### 3. Semantic Search for Preferences
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Use natural language queries to find:
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- Code snippets
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- Technical documentation
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- Best practices
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- Setup guides
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## Benefits of Using mem0 in Cursor
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- **Persistent Context Storage**: Retain and reuse coding insights across sessions.
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- **Seamless Integration**: Works directly within Cursor as an MCP server.
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- **Efficient Search**: Retrieve relevant coding insights using semantic search.
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## Conclusion
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By integrating mem0 as an MCP server within Cursor, you enhance your development workflow with AI-powered memory and context-aware assistance. Follow the steps above to set up and start leveraging mem0 in your coding environment.
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For more details on MCP integration, refer to Cursor's [Model Context Protocol documentation](https://docs.cursor.com/context/model-context-protocol).
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