PraisonAI Affected by Remote Code Execution via YAML Deserialization in Agent Definition Loading
Key facts
- Attack vector
- Network
- Privileges required
- None
- User interaction
- None
- Attack complexity
- Low
- Impact type
- Code execution
- Confidentiality · integrity · availability
- High · High · High
- Fix status
- Fixed
Attack profile from CVSS 3.1 · CNA. Fix status from CNA and GitHub. Impact type from CWE-502.
Summary
PraisonAI is a multi-agent teams system. Prior to 4.5.115, the AgentService.loadAgentFromFile method uses the js-yaml library to parse YAML files without disabling dangerous tags (such as !!js/function and !!js/undefined). This allows an attacker to craft a malicious YAML file that, when parsed, executes arbitrary JavaScript code. An attacker can exploit this vulnerability by uploading a malicious agent definition file via the API endpoint, leading to remote code execution (RCE) on the server. This vulnerability is fixed in 4.5.115.
Why it matters now
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- Poc
- Automatable
- Yes
- Technical impact
- Total
The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.
Affected products
| Vendor | Product | Affected versions | Fixed in | Status | Source |
|---|---|---|---|---|---|
| MervinPraison | PraisonAI | before 4.5.115 | 4.5.115 | Patch available | CNA |
| — | praisonai (PyPI) | before 4.5.115 | 4.5.115 | Patch available | GHSA-32vr-5gcf-3pw2 |
- PraisonAI VendorMervinPraison Affected before 4.5.115 Fixed in 4.5.115 Patch available CNA
- praisonai (PyPI) Vendor— Affected before 4.5.115 Fixed in 4.5.115 Patch available GHSA-32vr-5gcf-3pw2
CPE configurations NVD · 1
| CPE | Versions | Role | Vendor |
|---|---|---|---|
| cpe:2.3:a:praison:praisonai:*:*:*:*:*:*:*:* | up to 4.5.114 | Vulnerable | MervinPraison |
- cpe:2.3:a:praison:praisonai:*:*:*:*:*:*:*:* Versions up to 4.5.114 Vulnerable ·MervinPraison
Remediation
- Fix · CNA PraisonAI (MervinPraison) Fixed in 4.5.115
- Fix · GHSA-32vr-5gcf-3pw2 praisonai (PyPI) Fixed in 4.5.115 Advisory →
Timeline
- 2026-10-02 Threatist record created from CVE-2026-39890
- 2026-10-03 Alias added: GHSA-32vr-5gcf-3pw2
- 2026-10-25 EPSS moved to the below the 50th percentile
References
More MervinPraison Praisonai vulnerabilities
- TI-2026-30083 Incomplete fix for CVE-2026-34935: Command Injection in MervinPraison/PraisonAI CVSS 3.1CRITICAL 9.8
- TI-2026-29070 PraisonAI: Critical RCE via `type: job` workflow YAML CVSS 3.1CRITICAL 9.8
- TI-2026-28940 PraisonAI has Server-Side Request Forgery via Unvalidated webhook_url in Jobs API CVSS 3.1CRITICAL 10.0
- TI-2026-27159 PraisonAI: OS Command Injection in MCPHandler.parse_mcp_command() CVSS 3.1CRITICAL 9.8
- TI-2026-27158 PraisonAI: Second-Order SQL Injection in `get_all_user_threads` CVSS 3.1CRITICAL 9.8
- TI-2026-29071 PraisonAI Browser Server allows unauthenticated WebSocket clients to hijack connected extension sessions CVSS 3.1CRITICAL 9.1
Sources
- CVE-2026-39890 · CVE Program
- CVE-2026-39890 · NVD
- FIRST EPSS
- GHSA-32vr-5gcf-3pw2 · GitHub Advisory Database · CC BY 4.0
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