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Developers choosing an open-source agent framework
Category
AI CodingKey Features
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AgentoolRank
AgentoolRank is a free directory of open-source AI agent tools that ranks projects by how alive they are right now rather than by total GitHub stars. Each of its 669 tools is scored on 30-day star growth, commits over the last 90 days, release frequency and how quickly issues get answered, and the data refreshes daily. Every tool has its own stats page, an alternatives page and side-by-side comparisons, which makes it quicker to tell a busy project from one that peaked a year ago. There is also a public MCP server, so Claude or Cursor can query the rankings directly while you work. It is useful for developers choosing an agent framework, teams auditing their dependencies and anyone tracking the fast-moving agent ecosystem. The honest trade-offs: GitHub activity is a proxy for health, not quality, so a quiet but stable project can rank low, and the directory only covers open-source tools. As a free, regularly updated starting point, it saves a lot of repo-by-repo checking.
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Pros
- Ranks by recent activity, not old stars
- Refreshed daily
- MCP server for Claude and Cursor
Cons
- Activity is not the same as quality
- Open-source tools only
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