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LightAgent MCP Server

wanxingai/LightAgent

Score: 88.2 ↑ 3.6% Rank #502 Agent Framework
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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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Overview

wanxingai/LightAgent is a Python tool licensed under Apache-2.0. LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows. Topics: agent-framework, agents, ai-agent, llm, mcp, multi-agent, openai, openai-api, python, tool-calling, agent-hooks, lifecycle-hooks.

Ranked #502 out of 24842 indexed tools.

In the top 3% of all indexed tools.

Has 1,233 GitHub stars.

Has 19 contributors.

Ecosystem

Python Apache-2.0 100 pypi/wk
agent-frameworkagentsai-agentllmmcpmulti-agentopenaiopenai-apipythontool-callingagent-hookslifecycle-hooks

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1,233

1,233 stars → well-known project

Freshness 25% 11d ago

Last commit 11d ago → recently updated

Issue Health 25% 92%

33/36 issues closed → responsive maintainer

Contributors 10% 19

19 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 100/wk

100 weekly installs → early adoption

Forks 175
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

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Matched Queries

topic:mcp

From the README

<div align="center">
  <p>
    <a href="https://opensource.org/licenses/Apache-2.0"></a>
    <a href="https://github.com/wanxingai/LightAgent/releases"></a>
    <a href="https://github.com/wanxingai/LightAgent/issues"></a>
    <a href="https://github.com/wanxingai/LightAgent/stargazers"></a>
    <a href="https://github.com/wanxingai/LightAgent/network"></a>
    <a href="https://github.com/wanxingai/LightAgent/graphs/contributors"></a>
    <a href="https://sufe-aiflm-lab.github.io/LightAgent/"></a>
    <a href="https://pypi.org/project/lightagent/"></a>
    <a href="https://pypi.org/project/lightagent/"></a>
    <a href="https://pypi.org/project/lightagent/"></a>
    <a href="https://arxiv.org/abs/2509.09292"></a>
  </p>
</div>
<div align="center">
  <p>
    English | 
    <a href="README.zh-CN.md">简体中文</a> | 
    <a href="README.zh-TW.md">繁體中文</a> | 
    <a href="README.es.md">Español</a> | 
    <a href="README.fr.md">Français</a> | 
    <a href="README.de.md">Deutsch</a> | 
    <a hre
Read full README on GitHub →

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