CVE-2026-61437 PraisonAI before 1.6.78 Remote Code Execution via tools.py

High 8.5 Published Updated

Attackers with control over workflow files can execute arbitrary Python code via unsafe dynamic module loading in PraisonAI.

Exploited in the wild
Not known
Login needed
Not needed
Attackable
Local or same network only
Victim action needed
A user has to click or open something
Fix
Available

What is CVE-2026-61437?

CVE-2026-61437 is a high-severity code injection vulnerability in MervinPraison PraisonAI, published on 10 Jul 2026. It can only be exploited from the same machine or local network, and only if a user opens a file or follows a link.

Official description

PraisonAI (pip package praisonaiagents) before 1.6.78 contains an unsafe dynamic module loading vulnerability in AgentFlow._resolve_pydantic_class (src/praisonai-agents/praisonaiagents/workflows/workflows.py). When a workflow step uses a string output_pydantic reference, the framework locates and imports a sibling tools.py from the workflow file's directory via importlib exec_module without sandboxing, ignoring the PRAISONAI_ALLOW_*_TOOLS environment variables. An attacker who controls a workflow file and its sibling tools.py can execute arbitrary Python code with the workflow runner's privileges when the workflow is executed via WorkflowManager or after load_yaml.

Weakness: CWE-693

Which versions are affected by CVE-2026-61437?

3 open source packages ship an affected version, including praisonaiagents.

PackageAffectedFixed in
praisonaiagents PyPIAll versions1.6.78
praisonaiagents PyPIAll versions1.6.78
praisonaiagents PyPIAll versions1.6.78

How do I fix CVE-2026-61437?

Upgrade praisonaiagents to 1.6.78 or later.

Upgrade, and never evaluate templates, expressions or code built from user input. More about Code injection.

Is CVE-2026-61437 being exploited?

It is not confirmed as exploited in the wild, but public exploit code for CVE-2026-61437 exists.

Sources

Also known as GHSA-4gfv-wg42-7jw5, PYSEC-2026-4267.

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