About AgentSkillsHub
AgentSkillsHub is a large open-source directory for AI agent tools, housing over 177,000 GitHub repositories.It focuses on MCP servers, Claude skills, Codex skills, and general AI agent utilities.A key feature is its security-graded system – each tool receives a rating (SAFE, CAUTION, UNSAFE, UNAUDITED) based on a rule-based scan analyzing potential vulnerabilities.
This scoring utilizes six dimensions. completeness, clarity, specificity, examples, README structure, and agent readiness.The platform automatically updates every 8 hours, providing developers with up-to-date, quality-scored tools.
It supports use cases like browser automation, code review, and database management via scenario pages.The Hub employs an automated discovery pipeline from GitHub, tracking star velocity and community engagement to determine tool rankings.
It’s maintained by Jason Zhu, prioritizing production-ready tools over popularity alone.
Key Features
Use Cases
Who is it for?
This scoring utilizes six dimensions. completeness, clarity, specificity, examples, README structure, and agent readiness.The platform automatically updates every 8 hours, providing developers with up-to-date, quality-scored tools.
It supports use cases like browser automation, code review, and database management via scenario pages.The Hub employs an automated discovery pipeline from GitHub, tracking star velocity and community engagement to determine tool rankings.
It’s maintained by Jason Zhu, prioritizing production-ready tools over popularity alone.
Key Features
- Largest open-source directory of AI agent skills
- Security-graded tools (SAFE, CAUTION, UNSAFE)
- Automated updates every 8 hours
- MCP server support
- Claude skill integration
- Codex skill integration
- Prompt library access
- AI coding assistant tools
- Scenario pages for use case exploration
- Data-driven ranking based on star velocity and community activity
- GitHub repository indexing & scanning
- 6-dimensional quality scoring
Use Cases
- Automating Browser Tasks Through MCP Servers
- Enhancing Code Review Processes with Codex Skills
- Building Custom AI Agents for Database Management
Who is it for?
- Ai researchers and academics
- Agent/skill developers and creators
- Platform operators and hub administrators (mcp/agentskillshub)
- Product managers and owners of ai assistant features
- Data scientists and analytics teams studying skill ecosystems
- Quality assurance and reliability engineers
- Community managers and content curators
- Ux and instructional designers for agent experiences
- Open-source contributors and maintainers
- Policy makers, standards researchers, and compliance teams
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