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Independent measurements of remote MCP servers. Every observation has a timestamp.

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switchbooks.ai
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switchbooks.ai. Verification checks a server endpoint under this publisher, or the GitHub repository on file.

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These figures are automated measurements with timestamps. They are not a review, rating, grade, or recommendation.

Catalog metadata: Official MCP Registry, CC0. MCP Heartbeat is not the Official MCP Registry.