CVE-2026-44338: PraisonAI PraisonAI Ships And Generates A Vulnerability

HIGH
Advisory Identifier: GHSA-6rmh-7xcm-cpxj
CVSS 7.3
CWE-668 CWE-1188 CWE-306
Published
Advisory Summary

CVE-2026-44338 is a HIGH (CVSS 7.3) praisonai ships and generates a vulnerability (CWE-668: Exposure of Resource to Wrong Sphere) affecting PraisonAI libraries in the PyPI ecosystem. The issue involves praisonai ships and generates a legacy api server with authentication disabled by default, allowing unauthenticated workflow execution. Remediation is available by upgrading affected packages to version 4.6.34.

CVE-2026-44338 at a Glance

CVE Identifier CVE-2026-44338
GHSA Identifier GHSA-6rmh-7xcm-cpxj
Severity HIGH
CVSS v3.1 Base Score 7.3
CWE Classification CWE-668: Exposure of Resource to Wrong Sphere
Affected Product PraisonAI
Package Ecosystem PyPI
Published Date
Last Updated

Security Impact

CVSS: 7.3

The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:L).

Attack Vector Network (AV:N)
Attack Complexity Low (AC:L)
Privileges Required None (PR:N)
User Interaction None (UI:N)
Scope Unchanged (S:U)
Confidentiality Low (C:L)
Integrity Low (I:L)
Availability Low (A:L)

How to Fix CVE-2026-44338

To remediate this vulnerability, upgrade all affected PraisonAI dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.

PraisonAI fixed: 4.6.34
pip install PraisonAI>=4.6.34
Verify Direct and Transitive Dependencies

Run the following command in your project directory to verify that all resolved dependencies use the patched release:

pip show PraisonAI

How to Check if You Are Affected

To determine whether your Python environment is affected by CVE-2026-44338, inspect your installed packages using pip:

pip show PraisonAI

Analyze the terminal output to locate any version of PraisonAI in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 4.6.34), your application is affected.

Note: The pip show PraisonAI command checks currently installed packages in your active Python environment.

Technical Details

Vulnerability Mechanism & Technical Analysis

This vulnerability is classified under CWE-668: Exposure of Resource to Wrong Sphere, where the product exposes a resource to the wrong control sphere, providing unintended actors with inappropriate access to the resource. In PraisonAI, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.

Source Advisory Statement

### Summary PraisonAI ships a legacy Flask API server with authentication disabled by default. When that server is used, any caller that can reach it can access `/agents` and trigger the configured `agents.yaml` workflow through `/chat` without providing a token. ### Details The vulnerable server is the shipped `src/praisonai/api_server.py` entrypoint. - `AUTH_ENABLED = False` and `AUTH_TOKEN = None` are hard-coded at [[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:15)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:15). - `check_auth()` returns `True` whenever authentication is disabled, so both protected routes fail open by design at [[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:18)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:18). - `POST /chat` only checks that the request JSON contains a `message` key and then runs `PraisonAI(agent_file="agents.yaml").run()` at [[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:31)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:31). - `GET /agents` is guarded by the same no-op authentication check and returns agent metadata at [[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:55)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:66):55). - When launched directly, the same script binds to `0.0.0.0:8080` at [src/praisonai/api_server.py](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:66). The deploy subsystem keeps the same insecure authentication default: - `APIConfig` defaults `auth_enabled` to `False` in [[src/praisonai/praisonai/deploy/models.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/deploy/models.py:23)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/deploy/models.py:23). - The generated sample API deployment YAML recommends `host: 0.0.0.0` together with `auth_enabled: false` in [[src/praisonai/praisonai/deploy/schema.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/deploy/schema.py:108)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/deploy/schema.py:108). For scope clarity: the newer `serve agents` command is safer by default, because it binds to `127.0.0.1` and supports `--api-key` in [[src/praisonai/praisonai/cli/commands/serve.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/cli/commands/serve.py:155)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/cli/commands/serve.py:155). This report is about the shipped legacy API server and the generated/sample API deployment path above. Version scope: - `v2.5.6` already ships the same `src/praisonai/api_server.py` implementation. - The current PyPI release on May 1, 2026 is `4.6.33`, and it still ships the same unauthenticated server logic. ### PoC The following route-level reproduction was verified locally and proves that the shipped `api_server.py` exposes `/agents` and `/chat` without authentication. 1. From the repository root, create a throwaway environment with the server's direct Flask dependencies: ```bash python3 -m venv /tmp/praisonai-ghsa-venv /tmp/praisonai-ghsa-venv/bin/pip install flask flask-cors ``` 2. Execute the shipped `src/praisonai/api_server.py` under a minimal stub for `praisonai.PraisonAI` so only the server auth logic is exercised: ```bash /tmp/praisonai-ghsa-venv/bin/python - <<'PY' import importlib.util import pathlib import sys import types stub = types.ModuleType("praisonai") class DummyPraisonAI: def __init__(self, agent_file="agents.yaml"): self.agent_file = agent_file def run(self): return {"ran": True, "agent_file": self.agent_file} stub.PraisonAI = DummyPraisonAI sys.modules["praisonai"] = stub path = pathlib.Path("src/praisonai/api_server.py").resolve() spec = importlib.util.spec_from_file_location("api_server_local", path) mod = importlib.util.module_from_spec(spec) spec.loader.exec_module(mod) client = mod.app.test_client() print(client.get("/agents").status_code, client.get("/agents").get_data(as_text=True)) print(client.post("/chat", json={"message": "hello"}).status_code, client.post("/chat", json={"message": "hello"}).get_data(as_text=True)) PY ``` 3. Observed result: ```text 200 {"agent_file":"agents.yaml","agents":["default"]} 200 {"response":{"agent_file":"agents.yaml","ran":true},"status":"success"} ``` Both endpoints succeed without any `Authorization` header. ### Impact Any reachable caller can invoke the legacy API server's protected functionality without a token. At minimum, this allows: - unauthenticated enumeration of the configured agent file through `/agents` - unauthenticated triggering of the locally configured `agents.yaml` workflow through `/chat` - repeated consumption of model/API quota and any other side effects performed by that workflow - exposure of whatever result `PraisonAI.run()` returns to the unauthenticated caller This is not the same as arbitrary prompt injection by itself, because the current `/chat` handler ignores the submitted `message` value and simply runs the configured workflow. The impact therefore depends on what the operator's `agents.yaml` is allowed to do, but the authentication bypass is unconditional in the shipped legacy server.

CVE-2026-44338 Affected PraisonAI Versions

1 component(s)
Fixed Versions:
4.6.34
Product / Package Ecosystem Affected Versions Fixed Version
PraisonAI
PyPI
≥ 2.5.6
< 4.6.34
4.6.34

References

Frequently Asked Questions

What is CVE-2026-44338?
CVE-2026-44338 is a security vulnerability in PraisonAI involving PraisonAI ships and generates a legacy API server with authentication disabled by default, allowing unauthenticated workflow execution under CWE-668: Exposure of Resource to Wrong Sphere.
Which PraisonAI versions are affected?
Affected versions include releases prior to 4.6.34 across affected packages: PraisonAI.
What version fixes CVE-2026-44338?
Upgrading to 4.6.34 (or the latest patched release for your respective branch) resolves the vulnerability.
Is PraisonAI affected?
Yes, PraisonAI is affected in releases prior to 4.6.34. Upgrade your dependency to 4.6.34 or later.
What is the CVSS score of CVE-2026-44338?
CVE-2026-44338 has a CVSS v3.1 base score of 7.3 (HIGH) with vector string CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:L.
What CWE is associated with CVE-2026-44338?
CVE-2026-44338 is classified under CWE-668: Exposure of Resource to Wrong Sphere (The product exposes a resource to the wrong control sphere, providing unintended actors with inappropriate access to the resource.).
How can I check PyPI dependencies for CVE-2026-44338?
Run the dependency tree command: 'pip show PraisonAI'. This command lists direct and transitive dependencies in your build configuration so you can verify if a vulnerable version is resolved.
Machine-readable OSV JSON OSV v1.5 Schema
Normalized schema output
{
  "schema_version" : "1.4.0",
  "id" : "GHSA-6rmh-7xcm-cpxj",
  "modified" : "2026-05-11T13:56:16Z",
  "published" : "2026-05-11T13:56:16Z",
  "aliases" : [ "CVE-2026-44338" ],
  "summary" : "PraisonAI ships and generates a legacy API server with authentication disabled by default, allowing unauthenticated workflow execution",
  "details" : "### Summary\nPraisonAI ships a legacy Flask API server with authentication disabled by default. When that server is used, any caller that can reach it can access `/agents` and trigger the configured `agents.yaml` workflow through `/chat` without providing a token.\n\n### Details\nThe vulnerable server is the shipped `src/praisonai/api_server.py` entrypoint.\n\n- `AUTH_ENABLED = False` and `AUTH_TOKEN = None` are hard-coded at [[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:15)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:15).\n- `check_auth()` returns `True` whenever authentication is disabled, so both protected routes fail open by design at [[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:18)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:18).\n- `POST /chat` only checks that the request JSON contains a `message` key and then runs `PraisonAI(agent_file=\"agents.yaml\").run()` at [[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:31)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:31).\n- `GET /agents` is guarded by the same no-op authentication check and returns agent metadata at [[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:55)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/[src/praisonai/api_server.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:66):55).\n- When launched directly, the same script binds to `0.0.0.0:8080` at [src/praisonai/api_server.py](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/api_server.py:66).\n\nThe deploy subsystem keeps the same insecure authentication default:\n\n- `APIConfig` defaults `auth_enabled` to `False` in [[src/praisonai/praisonai/deploy/models.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/deploy/models.py:23)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/deploy/models.py:23).\n- The generated sample API deployment YAML recommends `host: 0.0.0.0` together with `auth_enabled: false` in [[src/praisonai/praisonai/deploy/schema.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/deploy/schema.py:108)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/deploy/schema.py:108).\n\nFor scope clarity: the newer `serve agents` command is safer by default, because it binds to `127.0.0.1` and supports `--api-key` in [[src/praisonai/praisonai/cli/commands/serve.py](https://github.com/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/cli/commands/serve.py:155)](/Users/shmulc/Stuff/tmp/first-cve/scans/variant-hunt/PraisonAI/src/praisonai/praisonai/cli/commands/serve.py:155). This report is about the shipped legacy API server and the generated/sample API deployment path above.\n\nVersion scope:\n\n- `v2.5.6` already ships the same `src/praisonai/api_server.py` implementation.\n- The current PyPI release on May 1, 2026 is `4.6.33`, and it still ships the same unauthenticated server logic.\n\n### PoC\nThe following route-level reproduction was verified locally and proves that the shipped `api_server.py` exposes `/agents` and `/chat` without authentication.\n\n1. From the repository root, create a throwaway environment with the server's direct Flask dependencies:\n\n```bash\npython3 -m venv /tmp/praisonai-ghsa-venv\n/tmp/praisonai-ghsa-venv/bin/pip install flask flask-cors\n```\n\n2. Execute the shipped `src/praisonai/api_server.py` under a minimal stub for `praisonai.PraisonAI` so only the server auth logic is exercised:\n\n```bash\n/tmp/praisonai-ghsa-venv/bin/python - <<'PY'\nimport importlib.util\nimport pathlib\nimport sys\nimport types\n\nstub = types.ModuleType(\"praisonai\")\n\nclass DummyPraisonAI:\n    def __init__(self, agent_file=\"agents.yaml\"):\n        self.agent_file = agent_file\n    def run(self):\n        return {\"ran\": True, \"agent_file\": self.agent_file}\n\nstub.PraisonAI = DummyPraisonAI\nsys.modules[\"praisonai\"] = stub\n\npath = pathlib.Path(\"src/praisonai/api_server.py\").resolve()\nspec = importlib.util.spec_from_file_location(\"api_server_local\", path)\nmod = importlib.util.module_from_spec(spec)\nspec.loader.exec_module(mod)\n\nclient = mod.app.test_client()\nprint(client.get(\"/agents\").status_code, client.get(\"/agents\").get_data(as_text=True))\nprint(client.post(\"/chat\", json={\"message\": \"hello\"}).status_code, client.post(\"/chat\", json={\"message\": \"hello\"}).get_data(as_text=True))\nPY\n```\n\n3. Observed result:\n\n```text\n200 {\"agent_file\":\"agents.yaml\",\"agents\":[\"default\"]}\n200 {\"response\":{\"agent_file\":\"agents.yaml\",\"ran\":true},\"status\":\"success\"}\n```\n\nBoth endpoints succeed without any `Authorization` header.\n\n### Impact\nAny reachable caller can invoke the legacy API server's protected functionality without a token.\n\nAt minimum, this allows:\n\n- unauthenticated enumeration of the configured agent file through `/agents`\n- unauthenticated triggering of the locally configured `agents.yaml` workflow through `/chat`\n- repeated consumption of model/API quota and any other side effects performed by that workflow\n- exposure of whatever result `PraisonAI.run()` returns to the unauthenticated caller\n\nThis is not the same as arbitrary prompt injection by itself, because the current `/chat` handler ignores the submitted `message` value and simply runs the configured workflow. The impact therefore depends on what the operator's `agents.yaml` is allowed to do, but the authentication bypass is unconditional in the shipped legacy server.",
  "severity" : [ {
    "type" : "CVSS_V3",
    "score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:L"
  } ],
  "affected" : [ {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "PraisonAI"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "2.5.6"
      }, {
        "fixed" : "4.6.34"
      } ]
    } ],
    "database_specific" : {
      "last_known_affected_version_range" : "<= 4.6.33"
    }
  } ],
  "references" : [ {
    "type" : "WEB",
    "url" : "https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-6rmh-7xcm-cpxj"
  }, {
    "type" : "ADVISORY",
    "url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-44338"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/MervinPraison/PraisonAI"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-1188", "CWE-306", "CWE-668" ],
    "severity" : "HIGH",
    "github_reviewed" : true,
    "github_reviewed_at" : "2026-05-11T13:56:16Z",
    "nvd_published_at" : "2026-05-08T14:16:46Z"
  }
}