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Published:2025/12/17 7:13:08

MCPZooでAIエージェント爆上げ!🎉 大規模データセット公開

**超要約:**AIエージェントと外部ツール繋ぐMCPの研究、捗(はかど)るデータセット登場!

ギャル的キラキラポイント✨

  • ● 9万超えのMCPサーバーデータ!桁違いの規模感にマジ卍!
  • ● 実行可能なサーバーも1万以上!動くサーバーで実験できるの最強!
  • ● セキュリティとかプロトコル(通信規約)の研究も捗っちゃうってワケ💖

詳細解説

続きは「らくらく論文」アプリで

MCPZoo: A Large-Scale Dataset of Runnable Model Context Protocol Servers for AI Agent

Mengying Wu / Pei Chen / Geng Hong / Aichao An / Jinsong Chen / Binwang Wan / Xudong Pan / Jiarun Dai / Min Yang

Model Context Protocol (MCP) enables agents to interact with external tools, yet empirical research on MCP is hindered by the lack of large-scale, accessible datasets. We present MCPZoo, the largest and most comprehensive dataset of MCP servers collected from multiple public sources, comprising 90,146 servers. MCPZoo includes over ten thousand server instances that have been deployed and verified as runnable and interactable, supporting realistic experimentation beyond static analysis. The dataset provides unified metadata and access interfaces, enabling systematic exploration and interaction without manual deployment effort. MCPZoo is released as an open and accessible resource to support research on MCP-based security analysis.

cs / cs.CR