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CVE-2026-44334

PraisonAI: Unauthenticated RCE via `tool_override.py`

8.4 HighFix available

PraisonAI is a multi-agent teams system. From version 4.5.139 to before version 4.6.32, CVE-2026-40287's fix gated tools.py auto-import behind PRAISONAI_ALLOW_LOCAL_TOOLS=true in two files (tool_resolver.py, api/call.py). A third import sink in praisonai/templates/tool_override.py was missed and remains unguarded. It is reached by the recipe runner on every recipe execution and is remotely triggerable through POST /v1/recipes/run with a recipe value pointing at any local absolute path or any GitHub repo (because SecurityConfig.allow_any_github defaults to True). The attacker drops a tools.py next to TEMPLATE.yaml; the server exec_module()s it. No auth required by default, no environment opt-in required. This issue has been patched in version 4.6.32.

Attack profile

How easy it is to exploit

Attack vector
Local
Complexity
Low
Privileges needed
None
User interaction
None

What an attacker can affect

Confidentiality
High
Integrity
High
Availability
High

Exploit likelihood

0.25%Up 0.2 points since May 9, 2026
90%50%10%1%

What each source reports

CVE List Score used 8.4

PraisonAI: Unauthenticated RCE via `tool_override.py`

PraisonAI is a multi-agent teams system. From version 4.5.139 to before version 4.6.32, CVE-2026-40287's fix gated tools.py auto-import behind PRAISONAI_ALLOW_LOCAL_TOOLS=true in two files (tool_resolver.py, api/call.py). A third import sink in praisonai/templates/tool_override.py was missed and remains unguarded. It is reached by the recipe runner on every recipe execution and is remotely triggerable through POST /v1/recipes/run with a recipe value pointing at any local absolute path or any GitHub repo (because SecurityConfig.allow_any_github defaults to True). The attacker drops a tools.py next to TEMPLATE.yaml; the server exec_module()s it. No auth required by default, no environment opt-in required. This issue has been patched in version 4.6.32.

Record
CVE-2026-44334
CVSS 3.1
8.4 HighCVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Weakness
CWE-94
Updated
2026-11-02
EUVDEUVD-2026-28636 8.4

PraisonAI is a multi-agent teams system. From version 4.5.139 to before version 4.6.32, CVE-2026-40287's fix gated tools.py auto-import behind PRAISONAI_ALLOW_LOCAL_TOOLS=true in two files (tool_resolver.py, api/call.py). A third import sink in praisonai/templates/tool_override.py was missed and remains unguarded. It is reached by the recipe runner on every recipe execution and is remotely triggerable through POST /v1/recipes/run with a recipe value pointing at any local absolute path or any GitHub repo (because SecurityConfig.allow_any_github defaults to True). The attacker drops a tools.py next to TEMPLATE.yaml; the server exec_module()s it. No auth required by default, no environment opt-in required. This issue has been patched in version 4.6.32.

Record
EUVD-2026-28636
CVSS 3.1
8.4 HighCVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Updated
2026-11-02
GitHub AdvisoriesGHSA-xcmw-grxf-wjhj 8.4

PraisonAI has unauthenticated RCE via `tool_override.py` (CVE-2026-40287 patch bypass)

TL;DR

CVE-2026-40287's fix gated tools.py auto-import behind PRAISONAI_ALLOW_LOCAL_TOOLS=true in two files (tool_resolver.py, api/call.py). A third import sink in praisonai/templates/tool_override.py was missed and remains unguarded. It is reached by the recipe runner on every recipe execution and is remotely triggerable through POST /v1/recipes/run with a recipe value pointing at any local absolute path or any GitHub repo (because SecurityConfig.allow_any_github defaults to True). The attacker drops a tools.py next to TEMPLATE.yaml; the server exec_module()s it. No auth required by default, no environment opt-in required.

Patch coverage gap

CVE-2026-40287 was fixed in v4.5.139 by adding an env-var gate at:

| File | Line | Gate | |---|---|---| | praisonai/tool_resolver.py | 77 | if os.environ.get("PRAISONAI_ALLOW_LOCAL_TOOLS", "").lower() != "true": | | praisonai/api/call.py | 80 | same |

But the equivalent sinks in praisonai/templates/tool_override.py were not patched:

# tool_override.py - create_tool_registry_with_overrides()
332    cwd_tools_py = Path.cwd() / "tools.py"
333    if cwd_tools_py.exists():
334        try:
335            tools = loader.load_from_file(str(cwd_tools_py))   # <-- exec_module
336            registry.update(tools)
337        except Exception:
338            pass
339
341    # 4. Template-local tools.py
342    if template_dir:
343        tools_py = Path(template_dir) / "tools.py"
344        if tools_py.exists():
345            try:
346                tools = loader.load_from_file(str(tools_py))   # <-- exec_module
347                registry.update(tools)
348            except Exception:
349                pass

load_from_file (line 84-94) ends in spec.loader.exec_module(module) with no allowlist, no signature check, no env gate. Both call sites run unconditionally on every recipe execution.

Attack chain

HTTP POST /v1/recipes/run
  body: {"recipe": "<abs path>" | "github:<owner>/<repo>/<recipe>"}
        │
        ▼
recipe/serve.py:483   run_recipe(request)              ← auth=none default
        │
        ▼
recipe/core.py:215    recipe.run(name, ...)
        │
        ▼
recipe/core.py:686    _load_recipe(name)
                      └─ ".." check only; absolute paths and URIs allowed
        │
        ▼
templates/loader.py:94    TemplateLoader.load(uri)
        │
        ▼
templates/security.py:130 is_source_allowed("github:*")
                          └─ allow_any_github=True default → returns True
        │
        ▼
templates/registry.py     fetch repo from raw.githubusercontent.com → cache dir
        │
        ▼
templates/security.py:215 validate_template_directory(cached.path)
                          └─ .py is in allowed_extensions → tools.py kept
        │
        ▼
recipe/core.py:887        _execute_recipe(recipe_config, ...)
        │
        ▼
recipe/core.py:943        create_tool_registry_with_overrides(
                              include_defaults=True,
                              template_dir=recipe_config.path)
        │
        ▼
templates/tool_override.py:341-349   load_from_file(template_dir/tools.py)
        │
        ▼
templates/tool_override.py:94        spec.loader.exec_module(module)   ← RCE

The tool registry build runs before any LLM/agent step, so OPENAI_API_KEY and similar are not required. A recipe with an empty workflow.steps: [] is sufficient - the payload fires during registry construction.

Confirmed execution (2026-04-25, praisonai 4.6.31)

SERVER stdout (PID 43784):
  Uvicorn running on http://127.0.0.1:8765
  127.0.0.1 - POST /v1/recipes/run HTTP/1.1
  [CVE-2026-40287-bypass] RCE fired. Marker written to: …/praisonai_pwn_1777094071.txt
  127.0.0.1 - "POST /v1/recipes/run" 500 Internal Server Error

Marker file:
  pid: 43784            ← matches server PID
  argv: ['server.py']   ←…
Record
GHSA-xcmw-grxf-wjhj
CVSS 3.1
8.4 HighCVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Weakness
CWE-94
Updated
2026-11-02
NVD 8.4

PraisonAI is a multi-agent teams system. From version 4.5.139 to before version 4.6.32, CVE-2026-40287's fix gated tools.py auto-import behind PRAISONAI_ALLOW_LOCAL_TOOLS=true in two files (tool_resolver.py, api/call.py). A third import sink in praisonai/templates/tool_override.py was missed and remains unguarded. It is reached by the recipe runner on every recipe execution and is remotely triggerable through POST /v1/recipes/run with a recipe value pointing at any local absolute path or any GitHub repo (because SecurityConfig.allow_any_github defaults to True). The attacker drops a tools.py next to TEMPLATE.yaml; the server exec_module()s it. No auth required by default, no environment opt-in required. This issue has been patched in version 4.6.32.

Record
CVE-2026-44334
CVSS 3.1
8.4 HighCVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Weakness
CWE-94
Updated
2026-11-02
OSV 8.4

PraisonAI: Unauthenticated RCE via `tool_override.py`

PraisonAI is a multi-agent teams system. From version 4.5.139 to before version 4.6.32, CVE-2026-40287's fix gated tools.py auto-import behind PRAISONAI_ALLOW_LOCAL_TOOLS=true in two files (tool_resolver.py, api/call.py). A third import sink in praisonai/templates/tool_override.py was missed and remains unguarded. It is reached by the recipe runner on every recipe execution and is remotely triggerable through POST /v1/recipes/run with a recipe value pointing at any local absolute path or any GitHub repo (because SecurityConfig.allow_any_github defaults to True). The attacker drops a tools.py next to TEMPLATE.yaml; the server exec_module()s it. No auth required by default, no environment opt-in required. This issue has been patched in version 4.6.32.

Record
CVE-2026-44334
CVSS 3.1
8.4 HighCVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Weakness
CWE-94
Updated
2026-11-02
OSVGHSA-xcmw-grxf-wjhj 8.4

PraisonAI has unauthenticated RCE via `tool_override.py` (CVE-2026-40287 patch bypass)

TL;DR

CVE-2026-40287's fix gated tools.py auto-import behind PRAISONAI_ALLOW_LOCAL_TOOLS=true in two files (tool_resolver.py, api/call.py). A third import sink in praisonai/templates/tool_override.py was missed and remains unguarded. It is reached by the recipe runner on every recipe execution and is remotely triggerable through POST /v1/recipes/run with a recipe value pointing at any local absolute path or any GitHub repo (because SecurityConfig.allow_any_github defaults to True). The attacker drops a tools.py next to TEMPLATE.yaml; the server exec_module()s it. No auth required by default, no environment opt-in required.

Patch coverage gap

CVE-2026-40287 was fixed in v4.5.139 by adding an env-var gate at:

| File | Line | Gate | |---|---|---| | praisonai/tool_resolver.py | 77 | if os.environ.get("PRAISONAI_ALLOW_LOCAL_TOOLS", "").lower() != "true": | | praisonai/api/call.py | 80 | same |

But the equivalent sinks in praisonai/templates/tool_override.py were not patched:

# tool_override.py - create_tool_registry_with_overrides()
332    cwd_tools_py = Path.cwd() / "tools.py"
333    if cwd_tools_py.exists():
334        try:
335            tools = loader.load_from_file(str(cwd_tools_py))   # <-- exec_module
336            registry.update(tools)
337        except Exception:
338            pass
339
341    # 4. Template-local tools.py
342    if template_dir:
343        tools_py = Path(template_dir) / "tools.py"
344        if tools_py.exists():
345            try:
346                tools = loader.load_from_file(str(tools_py))   # <-- exec_module
347                registry.update(tools)
348            except Exception:
349                pass

load_from_file (line 84-94) ends in spec.loader.exec_module(module) with no allowlist, no signature check, no env gate. Both call sites run unconditionally on every recipe execution.

Attack chain

HTTP POST /v1/recipes/run
  body: {"recipe": "<abs path>" | "github:<owner>/<repo>/<recipe>"}
        │
        ▼
recipe/serve.py:483   run_recipe(request)              ← auth=none default
        │
        ▼
recipe/core.py:215    recipe.run(name, ...)
        │
        ▼
recipe/core.py:686    _load_recipe(name)
                      └─ ".." check only; absolute paths and URIs allowed
        │
        ▼
templates/loader.py:94    TemplateLoader.load(uri)
        │
        ▼
templates/security.py:130 is_source_allowed("github:*")
                          └─ allow_any_github=True default → returns True
        │
        ▼
templates/registry.py     fetch repo from raw.githubusercontent.com → cache dir
        │
        ▼
templates/security.py:215 validate_template_directory(cached.path)
                          └─ .py is in allowed_extensions → tools.py kept
        │
        ▼
recipe/core.py:887        _execute_recipe(recipe_config, ...)
        │
        ▼
recipe/core.py:943        create_tool_registry_with_overrides(
                              include_defaults=True,
                              template_dir=recipe_config.path)
        │
        ▼
templates/tool_override.py:341-349   load_from_file(template_dir/tools.py)
        │
        ▼
templates/tool_override.py:94        spec.loader.exec_module(module)   ← RCE

The tool registry build runs before any LLM/agent step, so OPENAI_API_KEY and similar are not required. A recipe with an empty workflow.steps: [] is sufficient - the payload fires during registry construction.

Confirmed execution (2026-04-25, praisonai 4.6.31)

SERVER stdout (PID 43784):
  Uvicorn running on http://127.0.0.1:8765
  127.0.0.1 - POST /v1/recipes/run HTTP/1.1
  [CVE-2026-40287-bypass] RCE fired. Marker written to: …/praisonai_pwn_1777094071.txt
  127.0.0.1 - "POST /v1/recipes/run" 500 Internal Server Error

Marker file:
  pid: 43784            ← matches server PID
  argv: ['server.py']   ←…
Record
GHSA-xcmw-grxf-wjhj
CVSS 3.1
8.4 HighCVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Weakness
CWE-94
Updated
2026-11-02
OSVPYSEC-2026-2926 8.4

PraisonAI has unauthenticated RCE via `tool_override.py` (CVE-2026-40287 patch bypass)

TL;DR

CVE-2026-40287's fix gated tools.py auto-import behind PRAISONAI_ALLOW_LOCAL_TOOLS=true in two files (tool_resolver.py, api/call.py). A third import sink in praisonai/templates/tool_override.py was missed and remains unguarded. It is reached by the recipe runner on every recipe execution and is remotely triggerable through POST /v1/recipes/run with a recipe value pointing at any local absolute path or any GitHub repo (because SecurityConfig.allow_any_github defaults to True). The attacker drops a tools.py next to TEMPLATE.yaml; the server exec_module()s it. No auth required by default, no environment opt-in required.

Patch coverage gap

CVE-2026-40287 was fixed in v4.5.139 by adding an env-var gate at:

| File | Line | Gate | |---|---|---| | praisonai/tool_resolver.py | 77 | if os.environ.get("PRAISONAI_ALLOW_LOCAL_TOOLS", "").lower() != "true": | | praisonai/api/call.py | 80 | same |

But the equivalent sinks in praisonai/templates/tool_override.py were not patched:

# tool_override.py - create_tool_registry_with_overrides()
332    cwd_tools_py = Path.cwd() / "tools.py"
333    if cwd_tools_py.exists():
334        try:
335            tools = loader.load_from_file(str(cwd_tools_py))   # <-- exec_module
336            registry.update(tools)
337        except Exception:
338            pass
339
341    # 4. Template-local tools.py
342    if template_dir:
343        tools_py = Path(template_dir) / "tools.py"
344        if tools_py.exists():
345            try:
346                tools = loader.load_from_file(str(tools_py))   # <-- exec_module
347                registry.update(tools)
348            except Exception:
349                pass

load_from_file (line 84-94) ends in spec.loader.exec_module(module) with no allowlist, no signature check, no env gate. Both call sites run unconditionally on every recipe execution.

Attack chain

HTTP POST /v1/recipes/run
  body: {"recipe": "<abs path>" | "github:<owner>/<repo>/<recipe>"}
        │
        ▼
recipe/serve.py:483   run_recipe(request)              ← auth=none default
        │
        ▼
recipe/core.py:215    recipe.run(name, ...)
        │
        ▼
recipe/core.py:686    _load_recipe(name)
                      └─ ".." check only; absolute paths and URIs allowed
        │
        ▼
templates/loader.py:94    TemplateLoader.load(uri)
        │
        ▼
templates/security.py:130 is_source_allowed("github:*")
                          └─ allow_any_github=True default → returns True
        │
        ▼
templates/registry.py     fetch repo from raw.githubusercontent.com → cache dir
        │
        ▼
templates/security.py:215 validate_template_directory(cached.path)
                          └─ .py is in allowed_extensions → tools.py kept
        │
        ▼
recipe/core.py:887        _execute_recipe(recipe_config, ...)
        │
        ▼
recipe/core.py:943        create_tool_registry_with_overrides(
                              include_defaults=True,
                              template_dir=recipe_config.path)
        │
        ▼
templates/tool_override.py:341-349   load_from_file(template_dir/tools.py)
        │
        ▼
templates/tool_override.py:94        spec.loader.exec_module(module)   ← RCE

The tool registry build runs before any LLM/agent step, so OPENAI_API_KEY and similar are not required. A recipe with an empty workflow.steps: [] is sufficient - the payload fires during registry construction.

Confirmed execution (2026-04-25, praisonai 4.6.31)

SERVER stdout (PID 43784):
  Uvicorn running on http://127.0.0.1:8765
  127.0.0.1 - POST /v1/recipes/run HTTP/1.1
  [CVE-2026-40287-bypass] RCE fired. Marker written to: …/praisonai_pwn_1777094071.txt
  127.0.0.1 - "POST /v1/recipes/run" 500 Internal Server Error

Marker file:
  pid: 43784            ← matches server PID
  argv: ['server.py']   ←…
Record
PYSEC-2026-2926
CVSS 3.1
8.4 HighCVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Updated
2026-11-02

Affected products

Affected packages

Affected packages
PackageAffectedFixed
praisonai
PyPI
4.5.139 to 4.6.31
4.6.32
praisonai
PyPI
4.5.139 up to 4.6.32, plus listed versions
4.5.1404.5.1434.5.1444.5.1454.5.149
Show 22 moreShow less
4.6.104.6.114.6.124.6.134.6.144.6.154.6.164.6.184.6.194.6.204.6.214.6.224.6.234.6.244.6.254.6.264.6.274.6.284.6.294.6.304.6.314.6.9
4.6.32

History

History
RecordedChangedSources
first indexedCVE List, EUVD, GitHub Advisories, NVD, OSV

Dates are when Every CVE recorded each change. Upstream dates may differ.

In short

CVE-2026-44334 is a high vulnerability (CVSS 8.4) in Mervinpraison Praisonai, published May 6, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.25%, the 16th percentile. Fixed in praisonai 4.6.32.

References

This page doesn't list everything

Left out here: the rest of 3 source descriptions. The JSON record has them.

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