The #ai-mcp leaderboard on RepoRanker surfaces open-source repos tagged ai-mcp on GitHub, ranked by 800+ character peer reviews from GitHub-verified developers — not star counts. Rankings update as reviews accumulate, so a well-maintained ai-mcp project earns higher placement over time regardless of when it launched.
Browse to find ai-mcp projects worth contributing to, or submit your own ai-mcp repo for free peer review. Filter by time period, sort by stars or momentum, or search within this topic.
a small github pages site that publishes an auto-updating servers.json.
Free listing. 800+ character peer reviews from real developers. The leaderboard keeps your repo discoverable long after launch day.
