First study of 1,899 MCP servers finds eight distinct vulnerabilities (only three traditional), 7.2% with general issues, 5.5% with tool poisoning, and 66% with code smells, urging MCP-specific security practices.
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Code review comments in scientific open source software largely match usefulness patterns from general software, with 6-33% found not useful.
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Model Context Protocol (MCP) at First Glance: Studying the Security and Maintainability of MCP Servers
First study of 1,899 MCP servers finds eight distinct vulnerabilities (only three traditional), 7.2% with general issues, 5.5% with tool poisoning, and 66% with code smells, urging MCP-specific security practices.
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Characterizing the Usefulness of Code Review Comments in Scientific Software for Software Quality and Scientific Rigor
Code review comments in scientific open source software largely match usefulness patterns from general software, with 6-33% found not useful.