Python 3.14 Compatible

VULN <SEEKER/>

Modular DAST Framework powered by ThreadPoolExecutor and Groq Llama 3.3. Automated heuristic analysis for SQLi, XSS, and critical path disclosure.

Download Source View Modules
10+ Max Threads
70B Llama 3.3 Model
100% Python 3.14
vulnseeker_engine.py

Engineered for Detection

Plugin-based architecture leveraging core.interfaces.ScannerModule for maximum extensibility.

// CORE ARCHITECTURE

Concurrent Execution

Orchestrated by ThreadPoolExecutor with configurable workers. Modules implement the ScannerModule abstract base class for strict polymorphism.

ENGINE.PY
→
THREAD POOL
SQLi Probe
→
Groq AI
Path Fuzzer
→
SQLite DB
// MODULE 01

Error-Based SQLi

Heuristic detection matching DB signatures (MySQL, Oracle, PG) via sqli_module.py.

payload: "' OR '1'='1"
error: "ORA-00933 matched"
// MODULE AI

Groq AI Analyst

Integrated Llama 3.3 70B generates CISO-level executive reports via Groq API.

model="llama-3.3-70b"
risk_score: CRITICAL

Deploy from Source

Clone the repository and install dependencies via requirements.txt. Requires Python 3.14+.

git clone vulnseeker.git && pip install -r requirements.txt