Frequently Asked Questions
How is the weekly trending list calculated?
We track GitHub star growth, npm download velocity, community mentions (Discord, Twitter/X, Reddit), and MCP registry activity. Skills are ranked by combined growth signals over the trailing 7-day window.
How often is this page updated?
The trending list is updated weekly, typically on Mondays. Each update reflects the previous week's growth data. Historical snapshots are preserved for trend analysis.
What does stars growth mean?
Stars growth shows the net new GitHub stars a project received during the tracking week. This is a proxy for developer interest and adoption momentum — not absolute popularity.
Can I submit a skill for the trending list?
The list is data-driven, not curated by submissions. However, if your skill or MCP server has strong growth signals, it will naturally appear. Submit your project to our main directory for broader visibility.
Why do database MCP servers dominate the rankings?
Database operations are the most common AI assistant use case after code generation. Developers query databases frequently, and MCP servers eliminate the context-switching between editor and database client. Neon and Supabase also benefit from strong developer marketing.
What is the difference between trending and best?
Trending measures momentum — which tools are growing fastest right now. Best (see our Best MCP Servers guide) measures overall quality and utility regardless of current growth. A mature, excellent tool may not be trending if adoption is already saturated.
How can I track trends over time?
We plan to add historical trend charts. For now, bookmark this page and check weekly. You can also follow individual projects on GitHub and set up star notifications for projects you care about.