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Catalog snapshots

MCP Server Rankings

Compare published entries using recorded catalog data. Missing measurements stay unknown, not zero. Rankings are not an official ecosystem leaderboard or a security assessment.

GitHub starsGitHub star growth (24h)GitHub star growth (7d)npm downloads (7d)PyPI downloads (7d)Docker Hub pulls (total)Config copies (30d)Site views (30d)Estimated installsRecorded viewsNew arrivalsSkills leaderboard
Clear filters

Client filters require a reviewed template. Copy counts match that exact client; other metrics describe the matching entries, not client-specific installations.

GitHub star growth (7d)

Observed repository star change over at least 7 days. A baseline up to 12 hours earlier is allowed; exact observation times are shown. No synthetic click or commit bonuses.

0 of 6 published servers have eligible measurements. Showing 0 (up to 25). Equal values use title and slug as a stable tie-breaker. Row numbers are display positions, not evidence of a difference between tied entries.

No measured rankings yet

No entries meet this ranking's evidence requirements. We do not substitute synthetic scores or unmeasured counts.

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Awesome-MCP

The definitive community registry, multi-tier leaderboards, and instant client configuration matrix for the Model Context Protocol (MCP) and Agent Skills ecosystem.

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