Why NextClaw
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Start with the goal Ask for a report, analysis, file operation, small app, or recurring task. NextClaw organizes the tools and steps behind it. |
Keep context and results together Conversations, local files, web research, generated documents, and follow-up work stay in the same task. |
Choose how the work runs Use Native, Codex, Claude Code, OpenCode, or Hermes, then run locally, on a NAS, or on a server you control. |
New installations are ready for the first task without entering an API key. The built-in free trial uses a public gateway; limits and models may change, and sensitive or confidential data should not be sent through it.
What You Can Finish
- Research and compare — collect pages, notes, and references, then turn them into a brief, source list, or comparison table.
- Analyze and visualize data — gather data from websites, CSV files, or spreadsheets, clean it, draw charts, and write the conclusion.
- Draft useful documents — shape source material and rough notes into reports, articles, proposals, release notes, or weekly updates.
- Process local files — inspect, rename, extract, classify, and summarize documents without losing the task context.
- Build small tools for yourself — turn a repeated job into a script, local app, dashboard, or reusable workflow.
- Keep recurring work moving — receive requests from chat apps, run scheduled briefs or checks, and send results back to the right channel.
Product Tour
Turn source material into a result you can inspect
Start with source material, let the Agent organize and visualize it, then inspect the result beside the conversation. Source files and project documents remain available in the same workspace.
Let AI deliver important results to you
When scheduled work, a background Agent, or a long-running monitor finishes, NextClaw can deliver the report to your inbox. Read it later, manage it with the rest of your results, or continue the conversation with the full context.
Choose the Agent Runtime for each task
Keep an Agent's identity, workspace, memory, and skills, then run the task with Native, Codex, Claude Code, OpenCode, or Hermes. Choose the runtime when starting a task and keep the rest of the workspace unchanged.
Inspect real files beside the conversation
Open code, Markdown, HTML, Word, Excel, and PowerPoint without losing the task that produced them.
Keep the small apps you build
Build a page with an Agent, run it beside the conversation, and keep it as a Panel App you can open and improve later.
More of the workspace
Install NextClaw
Desktop App
The desktop app is the easiest way to start on macOS, Windows, or Linux.
Download the latest stable desktop release
npm
Install Node.js LTS first, then run:
npm install -g nextclaw
nextclaw start
Open http://127.0.0.1:55667 and start with the built-in free-trial model. Connect your own provider when you need it.
If npm is unavailable, install or reinstall Node.js LTS and reopen the terminal. On a remote host, port 55667 serves plain HTTP. Use it directly only for a quick check; terminate HTTPS with Nginx or Caddy for regular access.
nextclaw stop
Docker
For a long-running server or cloud VM deployment:
curl -fsSL https://nextclaw.io/install-docker.sh | bash
See the Docker deployment guide for reverse proxy, domain, and remote access setup. You can compare every supported path on the install options page.
For the current tested server baseline, idle measurements, and factors that increase memory during active work, see Runtime Resource Usage.
Models, Channels, and Tools
- Models — built-in free-trial access, plus OpenRouter, OpenAI, Anthropic, Gemini, DeepSeek, MiniMax, Moonshot, DashScope, Zhipu, AiHubMix, vLLM, and custom OpenAI-compatible endpoints.
- Messaging channels — Weixin, Feishu/Lark, QQ, DingTalk, WeCom, Telegram, Discord, Slack, WhatsApp, and email.
- Capabilities — skills, MCP servers, CLI tools, browser control, local files, Panel Apps, and scheduled tasks.
- Local control — configuration, conversations, and credentials stay in the environment you control. Connected providers and channels receive the data you send through them.
Develop From Source
From the repository root:
pnpm install
pnpm dev start
The development stack prints its local URLs in the terminal and uses ~/.nextclaw by default. Set NEXTCLAW_HOME=/path/to/home to use an isolated data directory.
To run only one side:
pnpm dev:backend
pnpm dev:frontend
See the developer command reference for local source-runtime checks, the manual runtime-update harness, platform stacks, Docker, and validation commands.
To refresh the repository and website screenshot set:
pnpm run screenshots:refresh
Documentation
Repository planning: Roadmap · TODO
Community
- Discord
- GitHub Issues
- WeChat group: scan the QR code below.

Contributing
Contributions are welcome. Open an issue to discuss a bug or proposal, or submit a pull request with a focused change and its relevant verification.
Acknowledgements
NextClaw was inspired by these projects:
- OpenClaw — inspired NextClaw's early exploration of a full-stack AI assistant.
- NanoBot — demonstrated how a small agent framework can remain useful and extensible.











