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

by ZhuLinsen · MCP Server · ★ 213

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install MiniAgent

git clone https://github.com/ZhuLinsen/MiniAgent.git && cd MiniAgent
git clone https://github.com/ZhuLinsen/MiniAgent.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 64/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentclaudeclaudecodeharnessharness-engineeringharness-frameworkllmllmsmanusmcp

Quick Facts

Stars213
Forks45
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score64/100
Last Updated2026-10-18
Created2025-04-27
Platformsclaude-code, mcp, python
Est. Tokens~15k

About MiniAgent

MiniAgent 🚀 5分钟手搓一个 AI Coding 助手 + 命令行版 Manus！ | English 💡 核心特性 一个 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 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...

Compatible Skills

These tools work well together with MiniAgent for enhanced workflows:

  • AGIAgent — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • planning-with-files — semantic(0.32)+complementary+rare_topics+same_lang+shared_platform (56%)
  • PocketManus — semantic(0.29)+complementary+same_lang+similar_pop+shared_platform (55%)
  • AIForge — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)

MiniAgent alternative? Top 6 similar tools

Looking for a MiniAgent alternative? If you're comparing MiniAgent with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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    Benzi is code intelligence infrastructure for AI models. It compiles your codebase into a resolved, queryable

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    CubeLoop — a Pythonic, async-native agent harness core designed for high performance, readability, and product

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    ARGO is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloa

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    Shell and coding agent on mcp clients

  • awesome-azure-openai-llm by kimtth · ⭐ 402

    A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (+RAG, Agents). Monthly Updates.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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