wanxingai / LightAgent
LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.
Why this job: topics: agent-framework, multi-agent, tool-calling, agents, ai-agent, multi agent

What it does
- Lightweight and Efficient 🚀. Minimalist design, quick deployment, suitable for various application scenarios. (No LangChain, No LlamaIndex) The core framework stays small, modular, and fully open source while using focused dependencies for
- Memory Support 🧠. Supports custom long-term memory for each user, natively supporting the mem0 memory module, automatically managing user personalized memory during conversations, making agents smarter.
- Autonomous Learning 📚️. Each agent possesses autonomous learning capabilities, and admins with permissions can manage each agent.
- Tool Integration 🛠️. Support for custom tools (Tools) and MCP tool integration, flexible expansion to meet diverse needs.
- Complex Goals 🌳. Built-in Tree of Thought (ToT) module with reflection, supporting complex task decomposition and multi-step reasoning, enhancing task processing capabilities.
Get started
pip install lightagent- Maintenance
- Active
- Last commit 12 days ago
- Stars
- 1,244
- +3 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.11.0
- Released 40 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 7
- Last 90 days
- Issues
- 94% closed
- 2 still open
- Pull requests
- 67 merged
- 0 waiting
- Releases
- 33
- 22 in the last year
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| opencmit / alphora | 348 | 4 months ago | Apache-2.0 | No downloads |
More: languages, topics and project record
Languages
- Python 100%
- JavaScript <1%
- Makefile <1%
Topics
- agent-framework
- agent-hooks
- agents
- ai-agent
- lifecycle-hooks
- llm
- mcp
- multi-agent
- openai
- openai-api
- python
- tool-calling
Project record
- JobAgent frameworks
- StatusListed
- Commits200
- Forks180
- Watching50
- Stars in 28 days+16
- CreatedJan 20, 2025
- First seen by usNov 7, 2026
- CheckedNov 7, 2026
