Public MCP Registry
The definitive public MCP registry for discovering AI tools
While experimenting with AI agents, I kept running into the same issue: There’s no central place to discover MCP tools. Everything is scattered: GitHub repos Docs Random blog posts Developers are literally searchin
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Launch Intel predictions
Analyze your own launch →76%76% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
44%44% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
29%29% predicted probability of success on Hacker News, based on ML models trained on real launch data.
26%26% predicted probability of success on AppSumo, based on ML models trained on real launch data.
25%25% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
13%13% predicted probability of success on BetaList, based on ML models trained on real launch data.
11%11% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
Correct prediction on native model
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