GH Repository · wanxingai
LightAgent
LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.
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makeagent-frameworkagentsmcpai-agenttool-callingmulti-agentopenaiopenai-apiPythonllmpythonpython/poetrylifecycle-hooksagent-hooks
LightAgent is a lightweight Python framework for building agents that work with OpenAI-compatible APIs. Its description lists tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows as built-in capabilities, and its topics indicate MCP and tool-calling support.
You reach for it when you want a Python agent framework with memory, guardrails, and multi-agent features without a heavy dependency footprint.
Use it to
- Build agents on OpenAI-compatible APIs
- Add tool calling and MCP integration
- Attach guardrails and lifecycle hooks to agent runs
- Coordinate multi-agent collaboration and workflows
- Trace agent execution
For Python developers building LLM agents
- Role
- agent-framework
- Language
- Python
- Licence
- Apache-2.0
- Forks
- 173
- Open issues
- 2
- Last push
- 2026-09-16
- Latest release
- pub · 2025-01-20
- Skills shipped
- 6
topicsagent-frameworkpythonopenaitool-callingmulti-agentmcp