AI Agent开发工具集

这是一个面向AI Agent开发者的混合型工具市场,汇集原创技能、精选第三方工具、MCP服务器与插件并支持跨平台安装,帮助开发者在Claude Code、Codex、Cursor等平台上构建、扩展和自动化AI代理工作流。

  • by Awakehsh
  • Shell
  • 本地部署
  • 8 星标
  • 更新于
在 GitHub 查看 Awakehsh/awesome-agent-tools

使用说明

Awesome Agent Tools 🤖✨

The hybrid marketplace for AI agent development: original skills, curated tools, and cross-platform support.

For developers building with AI agents | Original Skills + Curated Tools | Cross-Platform

Supports: Claude Code (⭐ Recommended) | Codex | Cursor | GitHub Copilot | Antigravity | Devin Desktop | Other Agent Skills clients

English | 中文


Why This Collection?

Unlike other lists, we offer:

  • 🔀 Hybrid Marketplace: Original skills we built + carefully curated third-party tools
  • 👨‍💻 For Developers: Built by developers, for developers building with AI agents
  • 🌐 Cross-Platform: Skills use the open Agent Skills format, so they work in Claude Code, Codex, Cursor, GitHub Copilot, Antigravity, and other compatible agents
  • ⚡ Multi-Type: Skills + MCP Servers + Agents + Plugins (not just one category)
  • ✨ Quality-First: Every tool is vetted and tested, not a link dump
  • 🎯 Agent Development: Special focus on agent workflows, parallel execution, and automation

✨ Features

  • 🎯 Curated Collection - Only high-quality, well-tested tools and skills
  • 🔧 Cross-Platform - Skills work in any Agent Skills-compatible agent: Claude Code, Codex, Cursor, GitHub Copilot, Antigravity, and more
  • 📦 Easy Installation - Simple one-command setup for most tools
  • 🌍 Community-Driven - Open source and welcoming contributions
  • 🚀 MCP-Powered - Leverages the Model Context Protocol standard
  • 📚 Well-Documented - Clear instructions and examples for everything

Quick Install

Claude Code (⭐ Recommended)

Install everything (skills, the tech-scout agent, and the handoff command) as one plugin:

# In a Claude Code session
/plugin marketplace add Awakehsh/awesome-agent-tools
/plugin install awesome-agent-tools@awesome-agent-tools

# Or from your shell
claude plugin marketplace add Awakehsh/awesome-agent-tools
claude plugin install awesome-agent-tools@awesome-agent-tools

Plugin components are namespaced, for example /awesome-agent-tools:codex-cli and /awesome-agent-tools:handoff.

Any Agent Skills-Compatible Agent

Install a single skill with the skills CLI:

npx skills add Awakehsh/awesome-agent-tools --skill learn
# --list shows available skills, -g installs for your user, -a picks the agent (e.g. -a codex)

Manual Copy

git clone https://github.com/Awakehsh/awesome-agent-tools
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R awesome-agent-tools/skills/learn ~/.claude/skills/   # Claude Code
cp -R awesome-agent-tools/skills/learn ~/.agents/skills/   # Codex

In Codex you can also run $skill-installer https://github.com/Awakehsh/awesome-agent-tools/tree/main/skills/learn inside a session (not your shell).

Skill folders for other agents: Platform Support. Detailed setup: Cross-Platform Guide


🤖 Agent Development Highlights

Special features for building AI agent systems:

Feature Description Platform
Custom Sub-Agents Independent contexts for specialized tasks (guide) Claude Code
Parallel Execution Run multiple agents simultaneously (examples) Claude Code
Agent Skills Reusable skill bundles for agents Any Agent Skills-compatible agent
MCP Integration Connect agents to external tools & data sources All platforms
Workflow Automation Slash commands, hooks, and agent orchestration Claude Code

New to agents? Check out our Agent Development Guide for workflows, patterns, and best practices.


📦 What's Included

🎯 Editor's Picks (Quick Wins)

Start here if you're new - these tools deliver immediate value:

Tool Type What It Does Platform
ralph-loop Official Plugin Overnight automated development with iterative loops Claude Code
learn Original Skill Auto-capture insights to project memory (CLAUDE.md, AGENTS.md) All
context-engineering-kit Community Tool Advanced context engineering, 8-21% quality improvement All
codex-cli Original Skill Call OpenAI Codex from Claude Code for plan review Claude Code
awesome-mcp-servers Curated List Widely used community collection of MCP servers All
superpowers Skill Framework Complete AI agent development workflow (TDD, code review, debugging) Claude Code, Codex, Cursor, and more
ECC (formerly everything-claude-code) Config Collection Battle-tested agents, skills, hooks, and rules from a hackathon winner Claude Code, Codex, and more

🛠️ Original Tools

Open-source contributions from this repository:

Skills (3)

context-architect

Context engineering tool for building AI agent systems — design system prompts, tool sets, examples, and runtime context management.

  • Purpose: Transform requirements into production-ready Context Engineering Packages through guided workflows
  • Philosophy: Context-first design — manage the entire information state (prompts, tools, examples, retrieval, compaction), not just instructions
  • Use Cases:
    • Design multi-agent orchestration systems with context isolation and sub-agent summary constraints
    • Plan token budgets, tool sets, and few-shot examples with engineering rigor
    • Manage long-horizon agent sessions with compaction, note-taking, and Just-in-Time retrieval strategies
  • Key Benefit: Goes beyond prompt engineering to full context engineering — based on Anthropic's context engineering research
  • Install: npx skills add Awakehsh/awesome-agent-tools --skill context-architect (or the Claude Code plugin)

Learn more →

codex-cli

Call OpenAI Codex CLI from Claude Code for plan review and code analysis.

  • Use Cases: Plan review, code analysis, technical discussions, multi-round iteration
  • Install: npx skills add Awakehsh/awesome-agent-tools --skill codex-cli (or the Claude Code plugin)

Learn more →

learn

Universal learning system that extracts insights from conversations and updates project memory files.

  • Use Cases: Capture learnings, auto-route to docs (CLAUDE.md, AGENTS.md), cross-platform sync
  • Install: npx skills add Awakehsh/awesome-agent-tools --skill learn (or the Claude Code plugin)

Learn more →

Slash Commands (1)

handoff

Generate a structured handoff for the next coding agent (Codex / Claude / Cursor) picking up your task.

  • Use Cases: Cross-agent work transfer, mid-task pause/resume, switching tools mid-feature
  • Output: 8-section paste-ready brief — goal, state, decisions, failed approaches, evidence, open questions, next steps, relevant files
  • Install: Included in the Claude Code plugin as /awesome-agent-tools:handoff, or mkdir -p ~/.claude/commands && cp commands/handoff.md ~/.claude/commands/

Learn more →

Agents (1)

tech-scout

Technical research specialist. Searches industry solutions, design patterns, and bug fixes from GitHub and web sources.

  • Purpose: Parallel research during development workflows
  • Philosophy: Don't waste time reinventing - learn from industry solutions first
  • Use Cases:
    • Feature planning - Search architecture patterns and design approaches
    • Bug debugging - Find solutions for errors and common problems
    • Technology comparison - Research pros/cons of libraries and frameworks
  • Key Benefit: Runs independently without blocking main workflow, returns structured reports with comparisons and sources
  • Install: Included in the Claude Code plugin, or mkdir -p ~/.claude/agents && cp agents/tech-scout.md ~/.claude/agents/

Learn more → | All Agents Documentation →

MCP Servers (Coming Soon)

  • Custom integrations
  • Specialized tooling
  • Watch this space!

🌟 Curated Recommendations

Carefully vetted third-party tools organized by category:

See the full curated list: AWESOME.md

Categories:

  • 🎯 Skills - Official Anthropic skills, collections, and installers
  • 🧩 Plugins & Marketplaces - Claude Code marketplaces and notable plugins
  • 🔧 MCP Servers - Reference, open-source, and hosted servers
  • 🧰 Agent Runtimes, Security, and Evaluation - Orchestrators, memory, scanners, and benchmarks
  • 🛠️ Developer Resources - SDKs, frameworks, and community directories

📚 Guides & Documentation


Use Cases

Category Examples
Development Code generation, refactoring, testing, debugging
Content Documentation, translation, technical writing
Research Data analysis, summarization, literature review
Automation CI/CD, task automation, monitoring

Platform Support

Skills in this repository follow the open Agent Skills standard: a folder with a SKILL.md file. These agents read SKILL.md natively:

Platform Project skills User skills
Claude Code ⭐ .claude/skills/ ~/.claude/skills/
Codex .agents/skills/ ~/.agents/skills/
Cursor .agents/skills/ or .cursor/skills/ ~/.agents/skills/ or ~/.cursor/skills/
GitHub Copilot .agents/skills/ or .github/skills/ ~/.agents/skills/ or ~/.copilot/skills/
Antigravity .agents/skills/ ~/.gemini/config/skills/ (CLI: ~/.gemini/antigravity-cli/skills/)
Devin Desktop (formerly Windsurf) .agents/skills/ or .devin/skills/ ~/.agents/skills/ or ~/.config/devin/skills/

Every agent above except Claude Code reads project skills from .agents/skills/. Per-platform details and docs links: Cross-Platform Guide. More compatible agents: Agent Skills client showcase.

Why we recommend Claude Code: this repository ships a Claude Code plugin, so one install brings the skills, the tech-scout agent, and the handoff command. Other agents use the skills.


Claude Code Tips

Claude Code has powerful built-in features you might not know:

Feature Description
/skills List the skills available in your session and manage their visibility
/agents Create custom sub-agents with independent contexts (learn more)
CLAUDE.md Project memory that prevents repeated mistakes
Slash Commands Store workflows in .claude/commands/ for automation
Parallel Agents Run multiple agents simultaneously for independent tasks (learn more)
Plan Mode Read-only codebase analysis before making changes

Pro tip from Anthropic team: Add mistakes to CLAUDE.md so Claude learns and doesn't repeat them.

Learn more: Official Docs | Creator's Workflow


Codex Tips

Codex skill loading is folder-based. A skill lives at ~/.agents/skills/<skill-name>/SKILL.md (user) or .agents/skills/<skill-name>/SKILL.md (repository).

Tip Description
$skill-installer ... Run this in a Codex session (not your shell) with a skill name or a GitHub URL to a skill folder
Verify install Run /skills in Codex, or type $ to mention a skill
Create a new skill Make ~/.agents/skills/<skill-name>/SKILL.md (YAML frontmatter + Markdown)
Reload skills Codex detects new and changed skills automatically; restart Codex if one doesn't appear

Resources

Official Documentation

Community Resources


Contributing

We welcome contributions! Here's how you can help:

  • Add Your Own Skill - Share your custom-built skills
  • Recommend Tools - Suggest great third-party skills and servers
  • Improve Documentation - Fix typos, add examples
  • Report Issues - Found a bug? Let us know!

See CONTRIBUTING.md for detailed guidelines.


License

MIT License. See LICENSE for details.

  • Our Content: The MIT License covers this repository's original content and documentation
  • Third-Party Content: Tools listed in AWESOME.md keep their own licenses; this repository is an index and claims no ownership of them

⬆ Back to Top

Made with ❤️ by the community

Report Bug · Request Feature · Contribute