https://github.com/ModelEngine-Group/nexent
Nexent is a zero-code platform for auto-generating agents — no orchestration, no complex drag-and-drop required. Nexent also offers powerful capabilities for agent running control, data processing and MCP tools.
https://github.com/ModelEngine-Group/nexent
agent agentic-ai agentic-framework agentic-rag agentic-workflow ai llm rag
Last synced: 2 months ago
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Nexent is a zero-code platform for auto-generating agents — no orchestration, no complex drag-and-drop required. Nexent also offers powerful capabilities for agent running control, data processing and MCP tools.
- Host: GitHub
- URL: https://github.com/ModelEngine-Group/nexent
- Owner: ModelEngine-Group
- License: other
- Created: 2025-04-28T10:44:33.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-12-29T01:21:00.000Z (3 months ago)
- Last Synced: 2025-12-29T01:26:42.218Z (3 months ago)
- Topics: agent, agentic-ai, agentic-framework, agentic-rag, agentic-workflow, ai, llm, rag
- Language: Python
- Homepage: https://nexent.tech
- Size: 35.3 MB
- Stars: 4,097
- Watchers: 166
- Forks: 466
- Open Issues: 118
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
- Authors: AUTHORS
- Notice: NOTICE
Awesome Lists containing this project
- awesome-LLM-resources - Nexent - code platform for auto-generating agents — no orchestration, no complex drag-and-drop required, using pure language to develop any agent you want. (智能体 Agents)
- StarryDivineSky - ModelEngine-Group/nexent
README
[](https://nexent.tech)
[](README.md)
[](README_CN.md)
[](https://modelengine-group.github.io/nexent)
[](https://hub.docker.com/repositories/nexent)
[](https://codecov.io/gh/ModelEngine-Group/nexent)
Nexent is a zero-code platform for auto-generating agents — no orchestration, no complex drag-and-drop required, using pure language to develop any agent you want. Built on the MCP ecosystem with rich tool integration, Nexent also provides various built-in agents to meet your intelligent service needs in different scenarios such as work, travel, and daily life. Nexent offers powerful capabilities for agent running control, multi-agent collaboration, data processing and knowledge tracing, multimodal dialogue, and batch scaling.
> One prompt. Endless reach.
### 🌐 Visit our [official website](https://nexent.tech/)
https://github.com/user-attachments/assets/db6b7f5a-9ee8-4327-ae6f-c5af896126b4
# ⚡ Have a try first
### 📋 Prerequisites
| Resource | Minimum |
|----------|---------|
| **CPU** | 2 cores |
| **RAM** | 6 GiB |
| **Software** | Docker & Docker Compose installed |
### 🛠️ Quick start with Docker Compose
```bash
git clone https://github.com/ModelEngine-Group/nexent.git
cd nexent/docker
cp .env.example .env # fill only necessary configs
bash deploy.sh
```
When the containers are running, open **http://localhost:3000** in your browser and follow the setup wizard.
# 🤝 Join Our Community
> *If you want to go fast, go alone; if you want to go far, go together.*
We have released **Nexent v1**, and the platform is now relatively stable. However, there may still be some bugs, and we are continuously improving and adding new features. Stay tuned: we will announce **v2.0** soon!
* **🗺️ Check our [Feature Map](https://github.com/orgs/ModelEngine-Group/projects/6)** to explore current and upcoming features.
* **🔍 Try the current build** and leave ideas or bugs in the [Issues](https://github.com/ModelEngine-Group/nexent/issues) tab.
* **🐛 Check our [Known Issues page](https://github.com/orgs/ModelEngine-Group/projects/9)** for the latest issue status and solutions.
> *Rome wasn't built in a day.*
If our vision speaks to you, jump in via the **[Contribution Guide](https://modelengine-group.github.io/nexent/en/contributing)** and shape Nexent with us.
Early contributors won't go unnoticed: from special badges and swag to other tangible rewards, we're committed to thanking the pioneers who help bring Nexent to life.
Most of all, we need visibility. Star ⭐ and watch the repo, share it with friends, and help more developers discover Nexent — your click brings new hands to the project and keeps the momentum growing.
## 💬 Community & contact
- Browse the [Documentation](https://modelengine-group.github.io/nexent) for more information.
- Join our [Discord community](https://discord.gg/tb5H3S3wyv) to chat with other developers and get help!
- Conntact us by Wechat, find our QR Code in our [website](https://nexent.tech/en/contact)
# ✨ Key Features
`1` **Smart agent prompt generation**
Turn plain language into runnable prompts. Nexent automatically chooses the right tools and plans the best action path for every request.
`2` **Scalable data process engine**
Process 20+ data formats with fast OCR and table structure extraction, scaling smoothly from a single process to large-batch pipelines.
`3` **Personal-grade knowledge base**
Import files in real time, auto-summarise them, and let agents access both personal and global knowledge instantly, also knowing what it can get from each knowledge base.
`4` **Internet knowledge search**
Connect to 5+ web search providers so agents can mix fresh internet facts with your private data.
`5` **Knowledge-level traceability**
Serve answers with precise citations from web and knowledge-base sources, making every fact verifiable.
`6` **Multimodal understanding & dialogue**
Speak, type, files, or show images. Nexent understands voice, text, and pictures, and can even generate new images on demand.
`7` **MCP tool ecosystem**
Drop in or build Python plug-ins that follow the MCP spec; swap models, tools, and chains without touching core code.
# 🌱 MCP Tool Ecosystem
Check our [MCP Ecosystem page](https://modelengine-group.github.io/nexent/en/mcp-ecosystem/overview.html) for detailed information about the MCP tool ecosystem, including community hubs, recommended tools, and integration guides.
# 🛠️ Developer Guide
### 🤖 Model Configuration & Provider Recommendations
Check our [Model Providers page](https://modelengine-group.github.io/nexent/en/getting-started/model-providers.html) for detailed model configuration guides and recommended provider information.
### 🔧 Hack on Nexent
Want to build from source or add new features? Check the [Contribution Guide](https://modelengine-group.github.io/nexent/en/contributing) for step-by-step instructions.
### 🛠️ Build from Source
Prefer to run Nexent from source code? Follow our [Developer Guide](https://modelengine-group.github.io/nexent/en/getting-started/development-guide) for detailed setup instructions and customization options.
# 📄 License
Nexent is licensed under the [MIT](LICENSE) with additional conditions. Please read the [LICENSE](LICENSE) file for details.