opticparse
Provides a pre-built extraction template for monitoring Airbnb listing and pricing data.
Provides a pre-built extraction template for Amazon price tracking and undercut alerts.
Supplies real-time threat detection and brand impersonation forensics for Binance-related URLs.
Supplies real-time threat detection and brand impersonation forensics for Coinbase-related URLs.
Provides a template for Docker Hub vulnerability alerts.
Provides a pre-built extraction template for flash sale auto-cart and product monitoring on Flipkart.
Provides real-time visual safety evaluations and brand impersonation detection for Google domains.
Provides a template for npm package vulnerability alerting.
Provides real-time threat detection and brand impersonation forensics for PayPal-related URLs.
Provides a pre-built extraction template for new product alerts on Shopify stores.
Provides a pre-built extraction template for aggregating Zillow rent estimates.
⚡ What is OpticParse?
OpticParse is a multimodal AI scraping, visual extraction, and security threat detection suite engineered for modern developers and autonomous AI agents. Unlike legacy scrapers that rely on fragile CSS selectors or break on Cloudflare Turnstile, OpticParse uses Computer Vision heuristics, headless Playwright rendering, and multi-model routing to extract clean, structured JSON from any webpage on Earth.
This repository contains the open-source client SDKs, Model Context Protocol (MCP) server, Chrome extensions, and developer tooling.
┌──────────────────────────────────────────────┐
│ DEVELOPER INTEGRATIONS │
│ • Python SDK (opticparse-py) │
│ • MCP Server (Claude, Cursor, Windsurf) │
│ • RapidAPI 5-Endpoint Gateway │
│ • PhishVision Chrome Extension │
└──────────────────────┬───────────────────────┘
│
▼
┌──────────────────────────────────────────────┐
│ CLOUDFLARE EDGE GATEWAY │
│ • Global Anycast (285+ cities) │
│ • 150 Pre-Built Extraction Templates │
│ • Sub-second Semantic KV Cache │
└──────────────────────┬───────────────────────┘
│
▼
┌──────────────────────────────────────────────┐
│ VISION & ENGINE CLUSTER │
│ • Visual Heuristic Phishing Detection │
│ • Dynamic JS & Anti-Bot Bypass │
│ • Forensic Threat Report Synthesis │
└──────────────────────────────────────────────┘Related MCP server: Hyperbrowser MCP Server
🚀 4 Ways to Integrate
Choose the workflow that fits your stack:
1. 🐍 Python SDK (opticparse-py)
Install the official Python client:
pip install opticparse-pyfrom opticparse import OpticParse
# Initialize with your API key
client = OpticParse(api_key="your_api_key_here")
# 1. Vision Scrape: Extract structured data from any webpage
data = client.scrape(
target_url="https://news.ycombinator.com",
extraction_query="Extract top 5 stories with title, url, points, and author as JSON"
)
print(data)
# 2. Template Scrape: Use any of our 150 pre-built enterprise templates
products = client.scrape_with_template(
target_url="https://amazon.com/dp/B08N5WRWNW",
template_id="amazon-price-undercut-alert"
)
# 3. PhishVision: Analyze URL for zero-day phishing, brand spoofing & malware
threat = client.detect_phishing("https://suspect-banking-login.com")
print(f"Verdict: {threat['verdict']} | Score: {threat['score']}/100")2. 🤖 Model Context Protocol (MCP for AI Agents)
Connect Claude Desktop, Cursor IDE, Windsurf, or any MCP-compatible agent directly to the live web.
Install via Smithery:
npx @smithery/cli install @parastejpal987-cmyk/opticparse-public --client claudeManual Claude Desktop / Cursor Config (claude_desktop_config.json):
{
"mcpServers": {
"opticparse": {
"command": "python",
"args": ["-m", "mcp_server"],
"env": {
"OPTICPARSE_API_KEY": "your_api_key_here"
}
}
}
}Supported MCP Tools:
opticparse_scrape: Autonomous AI vision web scraping and schema enforcement.phishvision_detect: Real-time threat, brand impersonation, and JS skimmer analysis.search_lessons: Query indexed threat telemetry records.
3. 🌐 REST API & RapidAPI Hub
For teams preferring REST / OpenAPI integration with unified Pay-As-You-Go billing at $0.008/request:
Live Gateway Base URL:
https://opticparse-rapidapi-gateway.parastejpal987.workers.devDirect cURL Example:
curl -X POST https://opticparse-rapidapi-gateway.parastejpal987.workers.dev/scrape \
-H "Content-Type: application/json" \
-H "X-API-Key: your_api_key_here" \
-d '{
"target_url": "https://example.com",
"extraction_query": "Extract the main heading, summary paragraph, and all navigation links"
}'Available Endpoints:
POST /scrape: Autonomous AI vision scraperPOST /poison: Streaming adversarial anti-scraping tag injectorGET /proxy?url=...: Global unblockable fetcher proxyGET /sentiment: Real-time threat & telemetry database feed
4. 🧩 Chrome Extensions
PhishVision Sentinel: Real-time visual threat detector that protects users against zero-day phishing, credential harvesters, and malicious redirects.
BYOB Extractor: Local DOM & screenshot capture extension for extracting data using your own authenticated session.
📚 150 Pre-Built Extraction Templates
OpticParse includes 150 production-grade extraction templates across 13 industries, ready to invoke without writing custom parsers:
Category | Templates | Sample Templates |
🛒 E-Commerce & Retail | 15 |
|
🏢 Real Estate | 10 |
|
💼 B2B & Lead Gen | 15 |
|
📊 Finance & Crypto | 10 |
|
🛡️ PhishVision Threat Intel | 70 |
|
🧑💻 Developer Operations | 10 |
|
👉 View the Complete 150-Template Catalog in TEMPLATES.md
🛡️ PhishVision GitHub Action
Add automated prompt injection and URL threat auditing to your CI/CD workflow:
name: Security Audit Pipeline
on: [push, pull_request]
jobs:
security-audit:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Run PhishVision Audit
uses: parastejpal987-cmyk/opticparse-public@main
with:
target_dir: '.'
output_dir: './audits'📊 Master Datasets & Verified Benchmark
OpticParse continuously auto-feeds its AI knowledge base with verified multi-industry telemetry (+1,250 records/24 hours). Explore our open datasets and benchmarks:
🏆 Kaggle 100% Verified Benchmark: Kaggle Full System Benchmark
🤗 Hugging Face Master Corpus: Hugging Face Dataset Hub (Apache Parquet streaming supported)
📁 Live CSV Direct Feeds:
🛡️ Interactive Threat DB Directory (21 Brands)
Explore real-time visual safety evaluations and impersonation forensics:
🤝 Community & Contributing
We welcome contributions to SDKs, MCP adapters, and extraction templates!
Read our CONTRIBUTING.md to get started.
Review our SECURITY.md for responsible disclosure.
Track development milestones in INSIGHTS.md and ROADMAP.md.
📄 License
This project is open-sourced under the MIT License. OpticParse & PhishVision are trademarks of the OpticParse Project.
This server cannot be installed
Maintenance
Related MCP Servers
- AlicenseAqualityBmaintenanceA Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, manipulate DOM elements, execute JavaScript, and perform API requests.13441TypeScriptMozilla Public 2.0
- AlicenseNot gradedqualityDmaintenanceEnables web scraping, crawling, structured data extraction, and browser automation through multiple AI agents including OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use.11MIT
- FlicenseNot gradedqualityDmaintenanceProvides browser automation, AI-powered analysis, visual processing, web scraping, automated test generation, and DevTools analysis capabilities. Supports multiple AI providers (OpenAI, Anthropic, Google, Ollama) for intelligent web interaction and data extraction.
- AlicenseNot gradedqualityCmaintenanceThe Zero-Setup Local Browser MCP. Enables AI agents to control web browsers via CDP with zero vision tokens and high-speed DOM mapping.17MIT
Related MCP Connectors
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.
Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.
AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/parastejpal987-cmyk/opticparse-public'
If you have feedback or need assistance with the MCP directory API, please join our Discord server