A recent analysis of the Model Context Protocol (MCP) registry reveals significant inflation in reported server counts, with actual server numbers being about 3.2 times lower than the entry count. The study also found that 23% of MCP servers lack a source repository, making their functionality unreviewable without direct connection. Furthermore, the registry shows rapid growth, with new servers increasing from 456 to 6,673 per month over the past year, and a notable concentration of servers behind a few hostnames. AI
IMPACT Highlights potential issues with discoverability and auditability in the AI model serving ecosystem.
RANK_REASON Analysis of a public registry with findings on data quality and growth.
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