A recent scan of the MCP Registry revealed that less than half of the 9,991 remote endpoints completed a clean anonymous handshake. Of the remaining endpoints, a significant portion are authenticated by design and correctly return a 401 status, while others are either down or auth-gated without clear indication. The analysis also highlighted the substantial token size of the tools/list payload, which clients load before user interaction, with some servers advertising an exceptionally large number of tools. AI
IMPACT Provides insight into the operational health and discoverability of AI model endpoints.
RANK_REASON Analysis of a technical registry with detailed metrics and methodology. [lever_c_demoted from research: ic=1 ai=0.7]
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