CVE-2026-61437CWE-693

PraisonAI before 1.6.78 Remote Code Execution via tools.py

High · published July 10, 2026

CVSS v4.0
8.5
EPSS
0%
Percentile
6.5
In the wild
Unconfirmed
What it is

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.

The record
Technical detail
CVSS v4.0
8.5 · HIGH
Vector
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
EPSS
0.00174 · 6.5th percentile
Weakness
CWE-693 · Protection Mechanism Failure
Published
2026-07-10T13:58Z
EPSS history
Timeline
  • 10 JUL 13:58Z
    PraisonAI before 1.6.78 Remote Code Execution via tools.py
    cvelistv5