base on Memory engine and app that is extremely fast, scalable. The Memory API for the AI era. <div align="center" style="padding-bottom:20px;padding-top:20px"> <img src="logo.svg" alt="supermemory Logo" width="400" /> </div> <div align="center" style="padding-bottom:10px;padding-top:10px"> <img src="apps/web/public/landing-page.jpeg" alt="supermemory" width="100%" /> </div> ## Features ### Core Functionality - **[Add Memories from Any Content](#add-memory)**: Easily add memories from URLs, PDFs, and plain text—just paste, upload, or link. - **[Chat with Your Memories](#chat-memories)**: Converse with your stored content using natural language chat. - **[Supermemory MCP Integration](#mcp-integration)**: Seamlessly connect with all major AI tools (Claude, Cursor, etc.) via Supermemory MCP. ## How do i use this? Go to [app.supermemory.ai](https://app.supermemory.ai) and sign into with your account 1. <a id="add-memory"></a>Start Adding Memory with your choose of format (Note, Link, File) <div align="center" style="padding-bottom:10px;padding-top:10px"> <img src="apps/web/public/add-memory.png" alt="supermemory" width="100%" /> </div> 2. You can also Connect to your favourite services (Notion, Google Drive, OneDrive) <div align="center" style="padding-bottom:10px;padding-top:10px"> <img src="apps/web/public/add-connections.png" alt="supermemory" width="100%" /> </div> 3. <a id="chat-memories"></a>Once Memories are added, you can chat with Supermemory by clicking on "Open Chat" and retrieve info from your saved memories <div align="center" style="padding-bottom:10px;padding-top:10px"> <img src="apps/web/public/chat.png" alt="supermemory" width="100%" /> </div> 4. <a id="mcp-integration"></a>Add MCP to your AI Tools (by clicking on "Connect to your AI" and select the AI tool you are trying to integrate) <div align="center" style="padding-bottom:10px;padding-top:10px"> <img src="apps/web/public/mcp.png" alt="supermemory" width="100%" /> </div> ## Support Have questions or feedback? We're here to help: - Email: [[email protected]](mailto:[email protected]) - Documentation: [docs.supermemory.ai](https://docs.supermemory.ai) ## Contributing We welcome contributions from developers of all skill levels! Whether you're fixing bugs, adding features, or improving documentation, your help makes supermemory better for everyone. ### Quick Start for Contributors 1. **Fork and clone** the repository 2. **Install dependencies** with `bun install` 3. **Set up your environment** by copying `.env.example` to `.env.local` 4. **Start developing** with `bun run dev` For detailed guidelines, development setup, coding standards, and the complete contribution workflow, please see our [**Contributing Guide**](CONTRIBUTE.md). ### Ways to Contribute - 🐛 **Bug fixes** - Help us squash those pesky issues - ✨ **New features** - Add functionality that users will love - 🎨 **UI/UX improvements** - Make the interface more intuitive - ⚡ **Performance optimizations** - Help us make supermemory faster Check out our [Issues](https://github.com/supermemoryai/supermemory/issues) page for `good first issue` and `help wanted` labels to get started! ## Updates & Roadmap Stay up to date with the latest improvements: - [Changelog](https://docs.supermemory.ai/changelog/overview) - [X](https://x.com/supermemoryai). ", Assign "at most 3 tags" to the expected json: {"id":"13990","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"