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The MiniAgent MCP server was last committed 1mo ago and has 2 contributors. Issue health: 13% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

MiniAgent MCP Server

Name: ZhuLinsen/MiniAgent
Rating: 3.4 (1 reviews)
Author: ZhuLinsen

ZhuLinsen/MiniAgent

Score: 59.9 Rank #6317 MCP Server

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A tiny, plugin-first Python Agent Harness. Multi-LLM, MCP, Skills, and resumable sessions.

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Overview

ZhuLinsen/MiniAgent is a Python tool licensed under Apache-2.0. A tiny, plugin-first Python Agent Harness. Multi-LLM, MCP, Skills, and resumable sessions. Topics: agent, llm, llms, mcp, claude, claudecode, manus, openai.

Ranked #6317 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0

agentllmllmsmcpclaudeclaudecodemanusopenai

Score Breakdown

Stars 15% 212

212 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 13%

1/8 issues closed → many open issues

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 45

Description Good

License Apache-2.0

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

How to Improve

Description low impact

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Freshness high impact

Last commit was 31 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 7 open vs 1 closed issues — triaging stale issues improves health

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Details

Stars: 212
Forks: 45
Open Issues: 7
Closed Issues: 1
Contributors: 2
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 1mo ago

Matched Queries

topic:mcp

From the README

# MiniAgent

🚀 **5分钟手搓一个 AI Coding 助手 + 命令行版 Manus！** | [English](README_EN.md)

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## 💡 核心特性

**一个 `agent.py` 核心文件，复刻 Claude Code 的编程能力 + Manus 的系统操控能力！**

MiniAgent 是一个**极简、透明、强大的 CLI Agent 框架**，拒绝臃肿的依赖和复杂的架构：

- 🧠 **Code Agent**: 像 Claude Code 一样写代码、修 Bug、跑测试
- 🦾 **OS Agent**: 像 Manus 一样操控浏览器、编辑文档、管理应用
- ⚡ **极简实现**: 核心引擎 `agent.py` 完全透明可控，适合学习和魔改
- 🤖 **全模型支持**: DeepSeek、OpenAI、Gemini、Claude 等所有兼容 OpenAI 接口的模型
- 🔌 **高扩展性**: 极简装饰器模式，3行代码即可挂载自定义工具
- 🔄 **双模式工具调用**: 文本解析模式（透明可学习）+ 原生 Function Calling 模式（更可靠）
- 🎯 **Skill 系统**: 可复用的 Agent 配置，内置 coder/researcher/reviewer/tester 四个角色
- 🛡️ **安全防护**: 危险命令自动拦截确认，防止 LLM 幻觉导致破坏性操作
- 💬 **流式输出**: 打字机效果实时输出，长对话自动压缩上下文
- 🔗 **MCP 协议**: 支持连接 MCP 工具服务器，接入社区生态
- 🤝 **Agent 编排**: 内置编排器，支持任务分解 + 多角色协同

## 🤔 Why MiniAgent?

| | MiniAgent | smolagents | pydantic-ai | LangChain |
|---|---|---|---|---|
| **核心定位** | CLI Agent 教科书 | HuggingFace 生态 | 企业级类型安全 | 万能框架 |
| **核心代码** | 单文件可读 | ~1,000行 | 182MB | 10万+行 |

Read full README on GitHub →