CVE-2026-41497
PraisonAI · PraisonAI
PraisonAI fails to validate commands in parse_mcp_command(), allowing unauthenticated attackers to execute arbitrary system commands via subprocesses.
Executive summary
A critical vulnerability in PraisonAI allows unauthenticated remote attackers to achieve arbitrary code execution by exploiting improper command and argument validation.
Vulnerability
The application lacks an allowlist or argument validation for the parse_mcp_command() function, enabling the execution of arbitrary system binaries such as bash or python. This flaw allows an unauthenticated attacker to inject malicious code via subprocess execution.
Business impact
The exploitation of this vulnerability grants attackers full control over the underlying host system, leading to complete data exfiltration, service disruption, and potential lateral movement within the network. With a CVSS score of 9.8, this represents a critical risk that could result in total system compromise and severe reputational damage.
Remediation
Immediate Action: Upgrade PraisonAI to version 4.6.9 or later to implement necessary command allowlisting and argument validation.
Proactive Monitoring: Inspect system process logs for anomalous subprocess invocations, specifically those originating from the application user context involving shell execution flags.
Compensating Controls: Deploy a Web Application Firewall (WAF) with strict input filtering to block requests containing suspicious command-line sequences or shell-related characters.
Exploitation status
Public Exploit Available: false
Analyst recommendation
Given the critical nature of this remote code execution vulnerability, immediate patching is required. Organizations should prioritize updating their PraisonAI deployment to version 4.6.9 to eliminate the underlying command injection vector and secure the environment against potential unauthorized access.