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.
- 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
npm install @bhproxy/engine-ai
npx bhproxy-engine-ai "192.0.2.10:8080" 85 70 90 80 75 65pip install bhproxy-engine-ai
python -m engine "192.0.2.10:8080" 85 70 90 80 75 65Proxy: 192.0.2.10:8080
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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]
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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
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
| 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 | 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 |
Proxy Analysis · Proxy Validation · AI Proxy Detection · Anonymity Classification · Latency Monitoring · Reputation Scoring · Duplicate Proxy Detection · BHProxy
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.
MIT — BHProxy.com