base on Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent. #1 on OpenRouter. 750k+ Kilo Coders. 6.1 trillion tokens/month. <p align="center"> <a href="https://marketplace.visualstudio.com/items?itemName=kilocode.Kilo-Code"><img src="https://img.shields.io/badge/VS_Code_Marketplace-007ACC?style=flat&logo=visualstudiocode&logoColor=white" alt="VS Code Marketplace"></a> <a href="https://x.com/kilocode"><img src="https://img.shields.io/badge/kilocode-000000?style=flat&logo=x&logoColor=white" alt="X (Twitter)"></a> <a href="https://blog.kilo.ai"><img src="https://img.shields.io/badge/Blog-555?style=flat&logo=substack&logoColor=white" alt="Substack Blog"></a> <a href="https://kilo.ai/discord"><img src="https://img.shields.io/badge/Join%20Discord-5865F2?style=flat&logo=discord&logoColor=white" alt="Discord"></a> <a href="https://www.reddit.com/r/kilocode/"><img src="https://img.shields.io/badge/Join%20r%2Fkilocode-D84315?style=flat&logo=reddit&logoColor=white" alt="Reddit"></a> </p> # 🚀 Kilo > Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent. > #1 on OpenRouter. 750k+ Kilo Coders. 6.1 trillion tokens used per month. - ✨ Generate code from natural language - ✅ Checks its own work - 🧪 Run terminal commands - 🌐 Automate the browser - 🤖 Latest AI models - 🎁 API keys optional - 💡 **Get $20 in bonus credits when you top-up for the first time** Credits can be used with 500+ models like Gemini 3 Pro, Claude 4.5 Sonnet & Opus, and GPT-5 <p align="center"> <img src="https://media.githubusercontent.com/media/Kilo-Org/kilocode/main/kilo.gif" width="100%" /> </p> - [VS Code Marketplace](https://kilo.ai/vscode-marketplace?utm_source=Readme) (download) - [Official Kilo.ai Home page](https://kilo.ai) (learn more) ## Key Features - **Code Generation:** Kilo can generate code using natural language. - **Task Automation:** Kilo can automate repetitive coding tasks. - **Automated Refactoring:** Kilo can refactor and improve existing code. - **MCP Server Marketplace**: Kilo can easily find, and use MCP servers to extend the agent capabilities. - **Multi Mode**: Plan with Architect, Code with Coder, and Debug with Debugger, and make your own custom modes. ## How to get started with Kilo 1. Install the Kilo Code extension from the [VS Code Marketplace](https://marketplace.visualstudio.com/items?itemName=kilocode.Kilo-Code). 2. Create your account to access 500+ cutting-edge AI models including Gemini 3 Pro, Claude 4.5 Sonnet & Opus, and GPT-5 – with transparent pricing that matches provider rates exactly. 3. Start coding with AI that adapts to your workflow. Watch our quick-start guide to see Kilo in action: [](https://youtu.be/pqGfYXgrhig) ## Extension Development For details on building and developing the extension, see [DEVELOPMENT.md](/DEVELOPMENT.md) ## Contributing Contributions are welcome, and they are greatly appreciated! Get started by reading our [Contributing Guide](CONTRIBUTING.md). Or join our [Discord](https://discord.gg/kilocode) to chat with the team and community. Thanks to all the contributors who help make Kilo better! <table> <tr> <td align="center"> <a href="https://github.com/mcowger"> <img src="https://avatars.githubusercontent.com/u/1929548?size=100" width="100" height="100" alt="mcowger" style="border-radius: 50%;" /> </a> </td> <td align="center"> <a href="https://github.com/bhaktatejas922"> <img src="https://avatars.githubusercontent.com/u/26863466?size=100" width="100" height="100" alt="bhaktatejas922" style="border-radius: 50%;" /> </a> </td> <td align="center"> <a href="https://github.com/NyxJae"> <img src="https://avatars.githubusercontent.com/u/52313587?size=100" width="100" height="100" alt="NyxJae" style="border-radius: 50%;" /> </a> </td> <td align="center"> <a href="https://github.com/Aikiboy123"> <img src="https://avatars.githubusercontent.com/u/161741275?size=100" width="100" height="100" alt="Aikiboy123" style="border-radius: 50%;" /> </a> </td> <td align="center"> <a href="https://github.com/cobra91"> <img src="https://avatars.githubusercontent.com/u/1060585?size=100" width="100" height="100" alt="cobra91" style="border-radius: 50%;" /> </a> </td> </tr> <tr> <td align="center"> <a href="https://github.com/ivanarifin"> <img src="https://avatars.githubusercontent.com/u/111653938?size=100" width="100" height="100" alt="ivanarifin" style="border-radius: 50%;" /> </a> </td> <td align="center"> <a href="https://github.com/PeterDaveHello"> <img src="https://avatars.githubusercontent.com/u/3691490?size=100" width="100" height="100" alt="PeterDaveHello" style="border-radius: 50%;" /> </a> </td> <td align="center"> <a href="https://github.com/possible055"> <img src="https://avatars.githubusercontent.com/u/38576169?size=100" width="100" height="100" alt="possible055" style="border-radius: 50%;" /> </a> </td> <td align="center"> <a href="https://github.com/seuros"> <img src="https://avatars.githubusercontent.com/u/2394703?size=100" width="100" height="100" alt="seuros" style="border-radius: 50%;" /> </a> </td> <td align="center"> <a href="https://github.com/Kilo-Org/kilocode/graphs/contributors"> <b>more ...</b> </a> </td> </tr> </table> ", Assign "at most 3 tags" to the expected json: {"id":"14151","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"