AgentScout / evals & observability / LightAgent
evals & observabilityOpen sourceNewAdded Oct 28, 2026

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

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Good for: automating workflows, building AI agents, building multi-agent systems, memory for agents, evaluating agents, monitoring agents in production, agent security and safety

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About LightAgent

LightAgent is listed in our evals & observability category and is aimed at builders. LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows Pricing, as the maker states it: Open source. Maturity: Active. We last checked the official link on 2026-10-28.

LightAgent at a glance

LightAgent FAQ

What is LightAgent?

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

How much does LightAgent cost?

LightAgent's pricing, as the maker states it: Open source. Open-source tools are free to use, though you may still pay for model API usage or a hosted plan. Check the official site for current plans.

Where can I find LightAgent's source code?

On GitHub at wanxingai/LightAgent, which had 1,240 stars as of Oct 28, 2026.

What are alternatives to LightAgent?

Similar tools include Langfuse, LangSmith, MLflow, Waku Agent, Agent Memory Leaderboard and AgentEnv Framework.

Facts from our link-checked listing, the GitHub repository and the official site. See something wrong? Suggest an edit.

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LightAgent alternatives

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🏆 See also: Best AI Agent Observability & Eval Tools · All best-of lists

🧭 Task guides: Guardrail and policy tools for monitoring agents in production · Memory tools for building AI agents · Multi-agent orchestration tools for building AI agents

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