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LightAgent

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LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.

★ 1.2K174 forksPythonApache-2.0wanxingai

A Python framework for building OpenAI-compatible agents with tools, memory, guardrails, tracing, and lifecycle hooks. It supports MCP integrations, multi-agent delegation, durable workflows, evaluation, and human approval.

Use Cases

Build tool-using agentsCoordinate specialized agentsConnect agents to MCP serversCreate checkpointed agent workflowsAdd persistent memory to assistantsEvaluate agent behaviorAdd approval gates for sensitive actionsTrace agent runs and tool calls

Built With

Language
Python
Frameworks
MCP · Mem0 · LiteLLM · Langfuse · LightFlow · LightSwarm

Tags

AI agents · multi-agent · tool calling · MCP · agent memory · workflows · guardrails · tracing · evaluation · human approval · Python