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InfoResearchPreprintLLM-specific

Tracing MCP Security Vulnerabilities: Constructing and Analyzing an MCP Security Vulnerability Dataset

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Summary

This paper builds a curated dataset of MCP vulnerabilities from CVE disclosures, filtering 119 retrieved records through February 2026 down to 24 validated cases. It reports that 87.5% are Critical or High severity and that injection and path traversal account for 66.7% of cases. The authors also release the dataset, reproducibility tooling and a maintenance workflow.