Every MCP catalogue shows you a list. mcpbeat shows you what happens to a server over time. I ping 12,000+ live servers every 15 minutes and keep the history. 2,320 of them are dead while the official registry still lists them as active. I pull real install counts from npm and PyPI instead of GitHub stars. And I read the source: file access, shell calls, install hooks. Every finding comes with the file, the line, and a link to the exact commit I read, so you can check it in a minute.
APIDeveloper ToolsArtificial Intelligence





Advertisement (Responsive)
💬 Comments
📋 Details
Launched
August 31, 2026
Upvotes
3
Comments
1
Source
Public data
Advertisement (Responsive)






This tool has 1 comments on Product Hunt.
View comments on Product Hunt →