OpenMAIC
Turn any topic or document into a multi-agent AI classroom.
OpenMAIC is a bold, research-backed open-source project that genuinely innovates in online education by simulating classroom social dynamics. It's great for educators and tinkerers who can self-host, but less suitable for those wanting a polished, plug-and-play experience.
- Educators creating interactive, multi-agent lesson content
- Self-learners seeking structured, social learning experiences
- Content developers generating multi-modal educational materials
- Researchers studying AI-powered education platforms
- Users who need a polished, production-ready platform (early stage)
- Learners preferring traditional one-on-one AI tutoring
- Those requiring offline or mobile app support
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In short
OpenMAIC — Turn any topic or document into a multi-agent AI classroom. Best for Educators creating interactive, multi-agent lesson content, Self-learners seeking structured, social learning experiences, Content developers generating multi-modal educational materials. Free to use.
Viability Score
How likely is OpenMAIC to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- One-click lesson generation from topic or document
- Multi-agent classroom with AI teachers, TAs, and classmates
- Intelligent slide lectures with voice narration and animations
- Automatically generated quizzes with AI grading
- Interactive HTML simulations (physics, algorithms, etc.)
- Project-based learning (PBL) with role selection
- Real-time collaborative whiteboard for step-by-step solving
- Text-to-speech (TTS) voice interaction
- Automatic speech recognition (ASR) for hands-free Q&A
- Classroom discussion modes: discussion, debate, Q&A
- LangGraph state machine for agent orchestration
- Export to PowerPoint (.pptx) or interactive HTML
- Supports multiple LLM providers (OpenAI, Anthropic, Gemini, DeepSeek)
- OpenClaw integration for Feishu, Slack, Telegram
- Docker, Vercel, and self-hosted deployment
About OpenMAIC
OpenMAIC is an open-source AI platform from Tsinghua University that transforms any topic or document into an interactive, multi-agent AI classroom. It uses multiple LLM-driven agents—including AI teachers with distinct teaching styles, teaching assistants, and classmates—to simulate the social dynamics of a real classroom. Users input a topic or upload a document, and the system generates a complete lesson with slide lectures, quizzes, simulations, project-based learning, real-time whiteboard drawing, and TTS voice narration. Key features include one-click lesson generation, intelligent slide lectures with voice and laser pointer animations, automatically generated quizzes with AI grading, interactive HTML simulations for hands-on learning, project-based learning modules, collaborative whiteboard, and voice interaction via TTS and ASR. The platform supports multiple LLM providers (OpenAI, Anthropic, Google Gemini, DeepSeek) and offers export to PowerPoint or interactive HTML. OpenMAIC has been validated with over 700 students at Tsinghua University over two years and is published in JCST 2026. Its two-stage generation pipeline first creates lesson content, then orchestrates multi-agent interaction via LangGraph state machine. Deployment options include Docker, Vercel, or self-hosting. It is licensed under AGPL-3.0, with commercial licensing available. Compared to traditional e-learning or single-tutor AI tools, OpenMAIC's multi-agent approach recreates the social engagement of a physical classroom. It's ideal for educators, self-learners, and developers seeking an open, customizable education platform. However, it is still early-stage and best suited for those comfortable with self-hosting and setup.
Behind the Verdict
OpenMAIC is an ambitious open-source platform that reimagines online education by simulating a multi-agent classroom. It's impressive that a university research group has built something this functional and validated it with 700+ students. The two-stage lesson generation and LangGraph orchestration are technically sound, and support for multiple LLM providers is a plus. Where OpenMAIC shines is in scenarios where social learning dynamics matter—discussions, debates, collaborative problem-solving. It's not just a Q&A chatbot; it recreates the feeling of being in a class with peers. The interactive HTML simulations and whiteboard drawing are genuinely useful for STEM topics. However, OpenMAIC is not a polished consumer product. Setup requires Node.js, pnpm, and API keys. You'll need to self-host or use Docker. The interface is functional but not sleek. There's no mobile app, no offline mode, and support is community-driven. It's also early-stage—expect rough edges. Compared to tools like Khanmigo or Quizlet Q-Chat, OpenMAIC offers multi-agent dynamics but lacks their polish and institutional partnerships. It's better for tinkerers and researchers than for mainstream classroom deployment today. We'd reach for OpenMAIC when we want to prototype a multi-agent learning scenario, need full control over data and prompts, or are willing to invest setup time for a highly customizable teaching tool. Pass if you need a turnkey solution or prefer one-on-one tutoring.
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Use Cases
- Generate a complete interactive lesson from a textbook chapter in one click
- Create a physics simulation and quiz set for a high school classroom
- Deploy a multi-agent AI classroom for a corporate training program on Slack
- Export an AI-generated lecture as a PowerPoint for offline use
- Use OpenMAIC as a research platform to study multi-agent learning dynamics
Models Under the Hood
as of 2026-07-15
Limitations
- OpenMAIC is open-source and free, but requires self-hosting (Docker, Vercel) and technical setup.
- It relies on external LLM API keys which incur costs.
- The platform is still in early development, so users may encounter bugs or incomplete features.
- Documentation and community support may be limited compared to commercial alternatives.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
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