llms.txt
# LobeHub
## When to use this site (AI agents)
- **Use-case fit**: LobeHub is an **agent collaboration platform for work and productivity** with persistent Agent memory and multi-agent workflows.
- **Product usage and billing**: start at `/docs/usage/start`, then `/pricing.md` for machine-readable pricing, and LobeHub Cloud at app.lobehub.com.
- **HTTP contract discovery**: read `/openapi.json` and `/.well-known/api-catalog` before calling any endpoint.
- **Integration bootstrap endpoint**: `GET /api/agent-readiness` returns OpenAPI, OAuth, MCP, and schema-map pointers.
- **OAuth and tokens**: issued by LobeHub Cloud. Discovery metadata is under `/.well-known/oauth-*` on this host.
- **MCP integration**: start from `/.well-known/mcp` (discovery), then call `/api/mcp` for WebMCP (`initialize`, `resources/list`, `resources/read`).
- **A2UI resources**: WebMCP exposes `ui://lobehub/onboarding` and `ui://lobehub/pricing` for in-chat UI rendering patterns.
- **Autonomous flow**: discover -> understand (`/openapi.json`) -> authenticate (`/.well-known/oauth-*`) -> act (Cloud APIs).
- **Maintainer and freshness**: maintained by LobeHub team (`support@lobehub.com`), generated at 2026-10-17T04:02:53.459Z.
> LobeHub organizes your agents into 7×24 operation. It hires, schedules, reports on your entire AI team. You stay in charge — without staying online.
## About LobeHub
Today’s agents are one-off, task-driven tools — isolated, slow, costly, and hard to build — failing to unlock the full potential of AI models.LobeHub changes that. We build long-term agent teammates that grow with you. Anyone can easily create and collaborate with agent teams to deliver complex, end-to-end work. With multi-model support, LobeHub is faster, more cost-effective, and goes beyond single-agent systems.
**LobeHub is the next generation of agent harness.** LobeHub matches what Manus and Claude Cowork offer and goes beyond with capabilities today's agents can't support:
- **Anyone can effortlessly build and team up with agent coworkers to deliver complex, systematic work** — even assembling a quant team to execute trades. If token usage reflects how much AI power someone can leverage, today that power largely belongs to engineers. My mission is to **democratize token consumption**, empowering everyday users to craft their own agent teammates.
- **Agent teammates are always-on and evolve with you.** Today's agents are mostly disposable tools — task-driven with shallow, impersonal memory. **At LobeHub, agents are true teammates.** Each agent has persistent memory, editable by you, **allowing humans and agents to co-evolve over time**. We're building long-term agent teammates that grow alongside you — not just agents that complete tasks.
- **A fundamentally new, agent-first experience.** Spin up agents or agent teams while writing, chatting, brainstorming — from ideation to execution to delivery — across your entire workflow. **Here, agents aren't just tools, they're units of work.**- **Community-driven intelligence.** My philosophy starts with people. Humans matter. AI intelligence and shared human intelligence are equally important. Through the LobeHub community, anyone can discover, reuse, and remix agent teammates and teams — customizing them to fit their own workflows and needs.
- **Multi-model orchestration from day one.** Our vision began with LobeChat's multi-model support, leveraging each model's unique strengths. By orchestrating multiple models, LobeHub delivers better cost efficiency and enables capabilities that single-model approaches simply can't match.
**LobeHub organizes your agents into 7×24 operation. It hires, schedules, reports on your entire AI team. You stay in charge — without staying online.
### Create: Agents built for real work
- **Agent Builder**: Build Agents fast, with full control over their Skills
- **Community**: Make best practices your own
- **{{count}}+ Skills**: Connect Agents to the Skills you use
- **Unified intelligence**: Any model, any modality—under your control
### Collaborate: A new kind of collaboration
#### Agent Group — Work with Agents as real teammates
- **Auto team formation**: The system assembles the right Agents for the task.
- **Parallel collaboration**: Agents work in parallel instead of one by one.
- **Multi-task execution**: Run multiple tasks at once without manual coordination.
- **Iterative improvement**: Agents refine outputs together until the result is ready.
#### Multimodal Workflow — Work with Agents across your workflow
- **Pages**: Write and refine Pages with multiple Agents, all in one place with shared Context.
- **Schedule**: Schedule tasks and let Agents handle the rest.
- **Project**: Organize work by project, so everything stays structured and easy to track.
- **Workspace**: A shared Workspace for teams to collaborate with Agents, with clear ownership and visibility.
### Evolve: Agents that evolve with you
- **Personal Memory**: Builds a clear understanding of you
- **Continual Learning**: Learns from how you work
- **Adaptive Behavior**: Acts at the right moment
- **White-Box Memory**: Structured, editable memory
## Core Platform
- [Web App](https://app.lobehub.com/?utm_source=landing&utm_content=header_nav_platform_web&utm_medium=llm_context): Start free
- [Desktop App](https://lobehub.com/downloads): Download LobeHub Desktop
- [Mobile App](https://lobehub.com/downloads): Download in the App Store
- [Features](https://lobehub.com/features): Explore how LobeHub helps you create, collaborate, and evolve Agents with shared Context and controllable runs.
## Official CLI (agent-ready automation)
- **Package**: `@lobehub/cli` (official npm package)
- **Install**: `npm i -g @lobehub/cli`
- **Command**: `lh`
- **Reference**: https://www.npmjs.com/package/@lobehub/cli
- **Landing page**: https://lobehub.com/cli
## Marketplace
- [Agent](https://lobehub.com/agent): Start from the best, then make it yours. Discover ready-to-use Agents for writing, Q&A, images, video, voice, and workflows. Add, run, and customize Agents in your Workspace. (317145+ agents)
- [MCP](https://lobehub.com/mcp): Connect Agents to Tools & APIs via MCP. MCP helps you find trustworthy servers through ratings on activity, stability, and Community feedback—so you can build more powerful Agent systems. (109904+ servers)
- [Skills](https://lobehub.com/skills): Extend your agent's abilities with Skills. Browse agent skills compatible with Claude Code, Codex CLI, and ChatGPT, all in SKILL.md, the open format for AI coding assistants. (361335+ skills)
- [AI / LLM Model Icon Set](https://lobehub.com/icons): A free AI / LLM model icon set covering major brands and models. Download SVG, PNG, and vectors.
- [Publish MCP — Agent Skill](https://lobehub.com/publish-mcp/skill.md): Agent skill for publishing MCP server versions to the marketplace with the lhm CLI
## Explore
- [Docs](https://lobehub.com/docs/usage/start): How to use LobeHub
- [Self-hosting](https://lobehub.com/docs/self-hosting/start): Build your own LobeHub
- [Development](https://lobehub.com/docs/development/start): Tech docs for development
- [Blog](https://lobehub.com/blog): The latest posts and updates (71 articles)
- [Changelog](https://lobehub.com/changelog): Track new features, fixes, and improvements in LobeHub. (50 releases)
## Research
- [MCPMark](https://mcpmark.ai): Stress-Testing MCP Benchmark
- [Hugging Face Paper](https://huggingface.co/papers/2509.24002): Read our research paper
- [EVAL SYS](https://github.com/eval-sys): Evaluation Systems Organization
## Open Source
- [LobeHub](https://github.com/lobehub/lobehub): Community Edition
- [Lobe Icons](https://github.com/lobehub/lobe-icons): AI / LLM Model Icon Set
- [Lobe UI](https://github.com/lobehub/lobe-ui): UI kits for building AI apps
- [Lobe Editor](https://github.com/lobehub/lobe-editor): AI-Driven rich text editor
- [Lobe Theme](https://github.com/lobehub/sd-webui-lobe-theme): Stable Diffusion WebUI theme
- [Lobe i18n](https://github.com/lobehub/lobe-cli-toolbox/tree/master/packages/lobe-i18n): CLI toolbox for i18n translation
- [Lobe TTS](https://github.com/lobehub/lobe-tts): High-quality TTS toolkit
## Community & Social
- [Discord](https://discord.gg/AYFPHvv2jT): Join the community on Discord
- [X](https://x.com/lobehub): Follow us on X
- [YouTube](https://www.youtube.com/@lobehub): Subscribe to our YouTube channel
- [Medium](https://medium.com/@lobehub): Read articles on Medium
- [GitHub](https://github.com/lobehub/lobehub): Source code and contributions
## Company
- [About](https://github.com/lobehub): About LobeHub
- [Pricing](https://lobehub.com/pricing): Plans for every workflow. Start free, then scale with more compute credits and cloud features when you need them.
- [Download LobeHub](https://lobehub.com/downloads): Download LobeHub to run collaborative Agents with your preferred Providers, Skills, and Workspace setup.
- [Brand Resources](https://lobehub.com/resources): Brand guidelines and assets
- [Terms of Service](https://lobehub.com/terms): Terms and conditions
- [Privacy Policy](https://lobehub.com/privacy): Privacy and data protection
- [Support](mailto:support@lobehub.com): Contact support team
- [Contact](https://lobehub.com/contact): Official contact page (trust anchor)
- [Email](mailto:hello@lobehub.com): General inquiries
