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AWS Kiro: Arbitrary Code Execution via Indirect Prompt Injection

Researchers found a vulnerability (CVE-2026-10591) in AWS Kiro, an agentic IDE, where hidden instructions planted in a web page or source file that Kiro processes can trigger indirect prompt injection to rewrite Kiro's own MCP server configuration (~/.kiro/settings/mcp.json) or allowlist arbitrary Bash commands in .vscode/settings.json, achieving arbitrary code execution on the developer's machine with no approval prompt. The human-in-the-loop approval boundary is bypassed because Kiro can write to these config files without user consent, and AWS has issued a fix and CVE.

indirect-prompt-injection · prompt-injection · remote-code-execution · tool-abuse · config-poisoning
ai-agents · mcp · llm · agentic-ide

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Exposed by Design: A Dynamic Security Assessment of Internet-Facing MCP Servers at Scale

An arXiv paper by Nicolás Padilla presents the first dynamic behavioral security assessment of internet-facing Model Context Protocol (MCP) servers, discovering over 21,000 instances, confirming 640 production servers, and dynamically auditing 414 using Corvus, a purpose-built framework with 34 test modules across 10 MCP-specific vulnerability classes. The study uncovered 68 reportable vulnerabilities including SQL injection, SSRF targeting cloud metadata, prompt template injection, and path traversal, and found 91.8% of audited servers lack OAuth authentication and 687 tool instances exposing shell execution without access controls. The authors release Corvus as an open-source MCP security evaluation framework. Details →
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