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Every listing comes from the official MCP Registry. We connect to each remote server on a schedule and publish what happened. Ranking uses health and recency only; nobody pays to rank higher.

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MCP Selection Lab

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Prove you maintain io.github.ChanghuLiu/mcp-selection-lab and your listing shows a verified maintainer badge.

“Maintained by” badge with your GitHub name on the server page.
5 extra points in our ranking score.
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