CVE-2026-61437
HighCVSS 7.8Exploitation Probability (EPSS)
Low risk3th percentile - higher than 3% of all known CVEs
Summary
In PraisonAI (pip package praisonaiagents) before version 1.6.78, an unsafe dynamic module loading vulnerability exists in AgentFlow._resolve_pydantic_class. When a workflow step uses an output_pydantic reference, the framework imports a sibling tools.py from the workflow file's directory without sandboxing, ignoring PRAISONAI_ALLOW_*_TOOLS environment variables. An attacker controlling a workflow file and its sibling tools.py can execute arbitrary Python code with the workflow runner's privileges.
Risk Assessment
The organization is at risk of remote code execution (RCE) in the context of the process running PraisonAI workflows. An attacker could take over the system, steal data, or disrupt services.
Recommendation
Immediately update the praisonaiagents package to version 1.6.78 or later. Restrict trust to workflow files from untrusted sources.
Other vulnerabilities in PraisonAI
See all- CVE-2026-61434High
A vulnerability in PraisonAI before version 4.6.78 allows bypassing the shell command allowlist by using find's built-in actions (-exec, -execdir, -delete). Attackers can execute unauthorized commands, read or delete files without triggering shell metacharacter filters.
- CVE-2026-61432Medium
A path traversal vulnerability in PraisonAI (praisonaiagents) before version 1.6.78 in the FastContext feature. The FastContextAgent.execute_tool() function does not properly validate absolute paths or canonicalize relative paths, allowing reading, searching, and enumerating files outside the intended workspace directory.
- CVE-2026-61431Medium
PraisonAI before version 4.6.78 contains a path traversal vulnerability in the ContextGatherer component that fails to validate include paths in .praisoncontext and .praisoninclude files. Attackers can supply absolute paths or parent directory traversal sequences to read arbitrary files outside the workspace and include their contents in the generated context bundle.
- CVE-2026-60091High
PraisonAI before version 4.6.78 contains an unauthenticated server-side request forgery vulnerability in the Jobs API /api/v1/runs endpoint. The webhook_url parameter is validated at request time but re-resolved at connection time, allowing attackers to use DNS rebinding to reach internal services with a blind SSRF attack.
- CVE-2026-60089Medium
A vulnerability in PraisonAI (praisonaiagents) before version 1.6.78 automatically loads defaults from a project-local .praisonai/config.toml without validating the output.output_file path. An attacker can set this path to an absolute or '..' traversal path, causing agent.start() without an output parameter to overwrite files outside the project root.
- CVE-2026-44340High
In the multi-agent system PraisonAI prior to version 4.6.37, a vulnerability allows the exploitation of symlinks to write arbitrary data to a chosen location on the victim's filesystem. The issue stems from the lack of validation for member.linkname and not rejecting symlink/hardlink members.
- CVE-2026-44334High
In the multi-agent system PraisonAI, versions from 4.5.139 to before 4.6.32 have a vulnerability related to unauthorized file imports. The tool_override.py file lacks safeguards, allowing remote code execution by an attacker.
- CVE-2026-57118Critical
In PraisonAI prior to praisonaiagents 1.6.59, AgentTeam.launch and the Agents alias register GET /{path}/list, POST /{path}, and POST /{path}/{agent_id} without access-control checks before listing agents or calling agent.chat. A remotely exposed server can therefore let unauthenticated clients enumerate agents, consume model resources, access connected private context, and trigger agent tools or workflow side effects.
- CVE-2026-62176Critical
PraisonAI prior to version 4.6.78 has a vulnerability in the `deploy/api.py` module that generates Python server code by directly interpolating the `agents_file` parameter into an f-string, which is then written to a file and executed via `subprocess.Popen()`. An attacker who controls the `agents_file` value can inject arbitrary Python code.
- CVE-2026-57148Critical
In PraisonAI prior to 0.1.6, when PLATFORM_JWT_SECRET is unset, the public dev-secret-change-me HS256 signing key is used, and startup and token-issuance guards are disabled because PLATFORM_ENV defaults to dev. An unauthenticated attacker can sign a JWT with an arbitrary sub value that is accepted as an authenticated identity, enabling impersonation of a user or workspace owner.
Original NVD description (English source)
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.
Vulnerability data from NVD (NIST) · CISA KEV · EPSS

