Top 10 MCP vulnerabilities of 2025: Risks, Cases, and Detection
Leveraging its open-source A.I.G (AI-Infra-Guard) scanner, Zhuque Lab conducted automated security audits on thousands of MCP projects across major MCP marketplaces and Tencent's internal businesses. This large-scale scan uncovered over 4,000 instances of novel AI security risks and code implementation flaws. Drawing on this vulnerability data, this article breaks down the Top 10 Most Common MCP Security Vulnerabilities of 2025 alongside real-world case studies, empowering developers and enterprise security teams to rapidly conduct MCP risk self-assessments.
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