BHProxy-Engine-AI
BHProxy Engine AI 🔌🤖
An intelligent proxy analysis system that combines automated network validation with AI-assisted detection to identify unhealthy, duplicate, low-quality, and potentially abusive proxy endpoints. Built by BHProxy.com.
Features
- Availability Monitoring — continuous proxy uptime and reachability checks
- Latency Analysis — measures response time and connection speed
- Anonymity Level Detection — classifies transparent, anonymous, and elite proxies
- Protocol Support Validation — verifies HTTP, HTTPS, SOCKS4, SOCKS5 compatibility
- Reputation Scoring — flags abusive, blacklisted, or low-trust endpoints
- Duplicate Detection — identifies redundant or cloned proxy entries
- AI-Assisted Quality Detection — flags low-quality and suspicious proxies
- CLI support in Node.js and Python
- Benchmark dataset included (20 proxy evaluation cases)
- Lightweight, publish-ready, minimal dependencies
Quick Start
Node.js
npm install @bhproxy/engine-ai
npx bhproxy-engine-ai "192.0.2.10:8080" 85 70 90 80 75 65
Python
pip install bhproxy-engine-ai
python -m engine "192.0.2.10:8080" 85 70 90 80 75 65
Output
Proxy: 192.0.2.10:8080
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Availability Score: 85 / 100 [Excellent]
Latency Score: 70 / 100 [Healthy]
Anonymity Score: 90 / 100 [Excellent]
Protocol Support Score: 80 / 100 [Healthy]
Reputation Score: 75 / 100 [Healthy]
Duplicate Risk Score: 65 / 100 [Healthy]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Overall Proxy Health: 77 / 100
Priority Signal: Duplicate Risk (lowest — act first)
Classification:
Anonymity Level: Elite
Protocol: HTTP/HTTPS/SOCKS5
Status: Healthy — Safe to use
Project Structure
BHProxy-Engine-AI/
├── index.ts # TypeScript engine
├── engine.py # Python engine
├── package.json # NPM package config
├── package-lock.json # NPM lock file
├── tsconfig.json # TypeScript config
├── schema.json # JSON-LD structured data
├── zenodo.json # Zenodo metadata
├── heartbeat.txt # Auto-updated daily
├── mkdocs.yml # ReadTheDocs config
├── .readthedocs.yaml # ReadTheDocs build config
├── docs/
│ ├── index.md # Documentation
│ └── requirements.txt
├── dataset/
│ └── proxy_benchmarks.csv
├── kaggle/
│ └── notebook.ipynb
├── .github/workflows/
│ ├── heartbeat.yml # Auto-commit daily
│ └── npm-publish.yml # Auto-publish to NPM
├── README.md
└── LICENSE
Proxy Signal Scores
| Signal | Description | Score Range |
|---|---|---|
| Availability | Uptime and reachability of the proxy | 0–100 |
| Latency | Response time and connection speed | 0–100 |
| Anonymity | Transparent / anonymous / elite classification | 0–100 |
| Protocol Support | HTTP, HTTPS, SOCKS4, SOCKS5 compatibility | 0–100 |
| Reputation | Trust, blacklist, and abuse signal status | 0–100 |
| Duplicate Risk | Likelihood of being a redundant or cloned entry | 0–100 |
Score Interpretation
| Score | Status | Action |
|---|---|---|
| 0–30 | Critical | Remove from pool immediately |
| 31–60 | At Risk | Flag for re-validation |
| 61–80 | Healthy | Safe to use |
| 81–100 | Excellent | Premium quality endpoint |
Keywords
Proxy Analysis · Proxy Validation · AI Proxy Detection · Anonymity Classification · Latency Monitoring · Reputation Scoring · Duplicate Proxy Detection · BHProxy
Links
| Platform | URL |
|---|---|
| Website | https://bhproxy.com |
| GitHub | https://github.com/BHProxy/BHProxy-Engine-AI |
| GitHub Pages | https://bhproxy.github.io/BHProxy-Engine-AI/ |
| NPM | https://npmjs.com/package/@bhproxy/engine-ai |
| Hugging Face | https://huggingface.co/datasets/BHProxy/engine-ai-benchmarks |
| Kaggle | https://kaggle.com/datasets/bhproxy/engine-ai-benchmarks |
| Zenodo | https://zenodo.org/records/20922133 |
| Docs | https://bhproxy-engine-ai.readthedocs.io |
About BHProxy.com
BHProxy.com provides intelligent proxy analysis combining automated network validation with AI-assisted detection — continuously evaluating availability, latency, anonymity, protocol support, and reputation to improve proxy quality.
License
MIT — BHProxy.com