README.md

---

license: mit
pipeline_tag: visual-question-answering
tags:
- web-scraping
- computer-vision
- multimodal
- cybersecurity
- agentkit
- langchain
- llamaindex
- elizaos
---

<div align="center">
  <img src="opticparse_cover.png" alt="OpticParse & PhishVision Banner" width="750"/>
  <h1>OpticParse &bull; PhishVision</h1>
  <p><strong>The Autonomous Agent Web Browsing & Threat Shield Stack</strong></p>
  <p><em>Zero-CSS Visual Extraction &bull; Zero-Day Phishing & Wallet Drainer Defense &bull; MCP Server &bull; Multi-Agent Toolkits</em></p>

  <p>
    <a href="https://opticparse.com"><img src="https://img.shields.io/badge/Website-opticparse.com-blue?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Live Website"></a>

    <a href="https://github.com/parastejpal987-cmyk/opticparse-public/actions/workflows/ci.yml"><img src="https://img.shields.io/github/actions/workflow/status/parastejpal987-cmyk/opticparse-public/ci.yml?branch=main&style=for-the-badge&logo=githubactions&logoColor=white" alt="CI Status"></a>

    <a href="https://github.com/parastejpal987-cmyk/opticparse-public/stargazers"><img src="https://img.shields.io/github/stars/parastejpal987-cmyk/opticparse-public?style=for-the-badge&color=gold&logo=github" alt="GitHub Stars"></a>

    <a href="https://huggingface.co/spaces/paras9909/opticparse-vision-benchmark"><img src="https://img.shields.io/badge/Hugging_Face-OpticParse_Benchmark-yellow?style=for-the-badge&logo=huggingface&logoColor=white" alt="Hugging Face Benchmark"></a>

    <a href="https://huggingface.co/datasets/paras9909/opticparse-150-template-web-corpus"><img src="https://img.shields.io/badge/Hugging_Face-Web_Corpus-yellow?style=for-the-badge&logo=huggingface&logoColor=white" alt="Hugging Face Web Corpus"></a>

    <a href="https://huggingface.co/datasets/paras9909/phishvision-zero-day-phishing-corpus"><img src="https://img.shields.io/badge/Hugging_Face-Threat_Corpus-critical?style=for-the-badge&logo=huggingface&logoColor=white" alt="PhishVision Threat Corpus"></a>

    <a href="https://www.kaggle.com/datasets/parastejpal/opticparse-150-template-web-corpus"><img src="https://img.shields.io/badge/Kaggle-150_Template_Corpus-informational?style=for-the-badge&logo=kaggle&logoColor=white" alt="Kaggle Web Corpus"></a>

    <a href="https://pypi.org/project/opticparse-py/"><img src="https://img.shields.io/pypi/v/opticparse-py?style=for-the-badge&color=blue&logo=pypi&logoColor=white" alt="PyPI opticparse-py"></a>

    <a href="https://pypi.org/project/langchain-opticparse/"><img src="https://img.shields.io/pypi/v/langchain-opticparse/1.0.2?style=for-the-badge&color=green&logo=pypi&logoColor=white" alt="PyPI langchain-opticparse"></a>

    <a href="https://pypi.org/project/llama-index-tools-opticparse/"><img src="https://img.shields.io/pypi/v/llama-index-tools-opticparse?style=for-the-badge&color=purple&logo=pypi&logoColor=white" alt="PyPI llama-index-tools-opticparse"></a>

    <a href="https://www.npmjs.com/package/opticparse-eliza-plugin"><img src="https://img.shields.io/npm/v/opticparse-eliza-plugin?style=for-the-badge&color=cb3837&logo=npm&logoColor=white" alt="npm ElizaOS Plugin"></a>

    <a href="https://www.npmjs.com/package/opticparse-agentkit-action"><img src="https://img.shields.io/npm/v/opticparse-agentkit-action?style=for-the-badge&color=cb3837&logo=npm&logoColor=white" alt="npm AgentKit Action"></a>

    <a href="https://smithery.ai/server/@parastejpal987-cmyk/opticparse"><img src="https://img.shields.io/badge/Smithery_MCP-Indexed-orange?style=for-the-badge" alt="Smithery MCP"></a>

    <a href="https://glama.ai/mcp/servers/parastejpal987-cmyk/opticparse-public"><img src="https://img.shields.io/badge/Glama_MCP-Indexed-informational?style=for-the-badge" alt="Glama MCP"></a>

    <a href="https://github.com/marketplace/actions/phishvision-security-scanner"><img src="https://img.shields.io/badge/GitHub_Marketplace-v1.0.0_Verified-blueviolet?style=for-the-badge&logo=githubactions&logoColor=white" alt="Marketplace Action"></a>

    <a href="https://www.postman.com/opticparse"><img src="https://img.shields.io/badge/Postman-Verified_Collections-FF6C37?style=for-the-badge&logo=postman&logoColor=white" alt="Postman Collections"></a>

    <a href="https://rapidapi.com/studio/"><img src="https://img.shields.io/badge/RapidAPI-5_Live_APIs-informational?style=for-the-badge&logo=rapid&logoColor=white" alt="RapidAPI"></a>

  </p>

  <p>

    <a href="https://github.com/sponsors/parastejpal987-cmyk"><img src="https://img.shields.io/badge/Sponsor_Web3-0xd458...DD27-ff69b4?style=flat&logo=ethereum&logoColor=white" alt="Web3 Sponsor"></a>

    <a href="https://github.com/parastejpal987-cmyk/opticparse-public/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-MIT-green.svg" alt="License: MIT"></a>

    <a href="https://opticparse.com/.well-known/agent.json"><img src="https://img.shields.io/badge/A2A_Protocol-v1.0_Compliant-00e5ff?style=flat" alt="A2A Protocol"></a>

    <img src="https://img.shields.io/badge/Trial_Allowance-200_Free_Requests-brightgreen" alt="Free Trial">

    <img src="https://img.shields.io/badge/Autonomous_x402-$0.01_USDC-purple" alt="x402 Paywall">

    <img src="https://img.shields.io/badge/Daily_Velocity-%2B1%2C250_Records%2F24h-blueviolet" alt="Velocity">

    <img src="https://img.shields.io/badge/MCP_Protocol-2024--11--05-orange" alt="MCP Protocol">

  </p>

</div>


> ⭐ **Support Open Source:** If you find OpticParse or PhishVision useful, please **give us a Star on GitHub**! It helps us maintain free edge scrapers and datasets for everyone.

---

## ⚡ Feature & Architecture Comparison

Looking for a **Firecrawl alternative**, **Crawl4AI alternative**, or a **Zero-Day Phishing & Visual Shield** for your autonomous AI agents? Here is how OpticParse + PhishVision compares to traditional scraping engines and legacy security blacklists:

| Feature / Capability | OpticParse & PhishVision | Firecrawl | Crawl4AI | Jina Reader | Google Safe Browsing / VirusTotal |
| :--- | :---: | :---: | :---: | :---: | :---: |
| **Primary Extraction Engine** | **Multimodal AI Vision (Zero-CSS)** | HTML / Markdown | DOM Tree / XPath | Regex / Markdown | N/A (Security Only) |
| **Visual Prompt Injection Shield (`ToxicCanvas`)** | 🛡️ **Built-in (Zero-Opacity & CSS Sanitization)** | ❌ None (Vulnerable) | ❌ None (Vulnerable) | ❌ None | N/A |
| **0-Day Phishing & Wallet Drainer Shield** | 🛡️ **Built-in (Instant Day 0)** | ❌ None | ❌ None | ❌ None | ⚠️ Historical Blacklist (12-48h delay) |
| **Machine Discovery Standard (A2A)** | ✅ **Native `agent.json` & `agent-service.json`** | ❌ None | ❌ None | ❌ None | ❌ None |
| **In-IDE Developer Free Trial** | ✅ **200 Requests Out-of-the-Box** | ❌ Mandatory Credit Card | ❌ Self-hosted Setup | ⚠️ Limited Free Tier | ⚠️ Strict Rate Limits |
| **In-Terminal Instant Checkout** | ✅ **ASCII QR in Console + .env Save**| ❌ Web Portal Only | ❌ None | ❌ Web Portal Only | ❌ Enterprise Contract |
| **Agent Ecosystem Toolkits** | **LangChain, ElizaOS, AgentKit, MCP** | LangChain, LlamaIndex | Generic Python | Generic HTTP | None (Raw API) |
| **Payment & Settlement Flexibility** | **USDC (Base/Polygon) / $0.01 M2M** | Stripe ($16+/mo SaaS) | None (Open Source) | Stripe ($$$) | Enterprise ($$$) |
| **Token Optimization Noise Reduction** | **96% Token Reduction** | ~80% | ~70% | ~85% | N/A |

---


## 📌 Why This Stack Exists: The Dual-Engine Agent Architecture
 
Giving an autonomous AI agent unrestricted internet access introduces three critical vulnerabilities:
1. **Context Window & DOM Fragility (OpticParse solves this):** Raw HTML consumes 90%+ of LLM token context, while rigid CSS/XPath selectors break the moment websites change frontend frameworks.
2. **Visual Prompt Injection & Screen Poisoning ([ToxicCanvas](https://opticparse.com/toxic-canvas.html) solves this):** Adversarial sites embed invisible CSS, zero-opacity layers, and prompt injection strings to hijack multimodal vision models (Claude Computer Use, GPT-4o, Operator). ToxicCanvas sanitizes DOM tokens before ingestion.
3. **The Autonomous Link Trap (PhishVision solves this):** When agents follow links autonomously, malicious actors exploit them with zero-day credential harvesting kits, fake Web3 dApps, and wallet drainers.

**OpticParse + PhishVision provides the complete solution:**
- **The Shield (PhishVision + ToxicCanvas):** Inspects target URLs in real-time for SSL age, brand spoofing, and visual injection attacks *before* the agent executes navigation.
- **The Engine (OpticParse):** Visually renders authenticated pages at the edge, converting dynamic JavaScript into token-optimized clean Markdown (96% noise reduction) without brittle CSS selectors.
- **Embodied AI & Edge Hardware Compatible:** Lightweight token streams structured for low-power edge processors (NVIDIA Jetson, embedded robotics telemetry) that cannot waste local battery and GPU cycles running headless browsers ([Learn more](https://opticparse.com/embodied-ai.html)).

Operating **150 autonomous extraction & threat pipelines** across **13 industries**, the network auto-harvests **1,250+ verified intelligence records every 24 hours** at the global edge on Cloudflare Workers, R2, and D1.

---

## 🏛️ Autonomous Agent Dual-Shield Workflow

```

       ┌─────────────────────────────────────────────────────────────┐

       │             Autonomous AI Agent (LangChain / LlamaIndex)     │

       └──────────────────────────────┬──────────────────────────────┘

                                      │ Target URL

                                      ▼

                      ┌──────────────────────────────┐

                      │ PhishVision Security Shield  │

                      │  - Heuristic Brand Distance  │

                      │  - Zero-Day Phishing Kits    │

                      │  - Web3 Drainer Signatures   │

                      └──────────────┬───────────────┘

                                     │

                    ┌────────────────┴────────────────┐

                    │ Verdict                         │

             [ MALICIOUS ]                       [ SAFE ]

                    │                                 │

                    ▼                                 ▼

      ┌───────────────────────────┐     ┌───────────────────────────┐

      │  Halt & Shield Agent Loop │     │ OpticParse Edge Extractor │

      │  (Protect API & Wallet)   │     │  - Zero-CSS Visual Parse  │

      └───────────────────────────┘     │  - 96% Token Reduction    │

                                        └─────────────┬─────────────┘

                                                      │ Clean Markdown

                                                      ▼

                                        ┌───────────────────────────┐

                                        │  LLM Context Window / RAG │

                                        └───────────────────────────┘

```

---

## 🏛️ System Architecture

```

┌─────────────────────────────────────────────────────────────────┐

│                    OpticParse System Architecture                │

├─────────────────────────────────────────────────────────────────┤

│                                                                 │

│  ┌──────────────┐   ┌──────────────┐   ┌──────────────┐       │

│  │ 150 Scraping  │──▶│ Cloudflare   │──▶│ Cloudflare   │       │

│  │ Pipelines    │   │ Workers Edge │   │ D1 + R2 Lake │       │

│  └──────────────┘   └──────────────┘   └──────┬───────┘       │

│                                                │               │

│                    ┌───────────────────────────┼───────┐       │

│                    │        Distribution        │       │       │

│                    ▼              ▼             ▼       ▼       │

│            ┌──────────┐  ┌──────────┐  ┌──────────┐  ┌─────┐  │

│            │ Kaggle   │  │ Hugging  │  │ RapidAPI │  │Ocean│  │

│            │ Hub      │  │ Face Hub │  │ Gateway  │  │ NFTs│  │

│            └──────────┘  └──────────┘  └──────────┘  └─────┘  │

│                                                                 │

│  ┌──────────────────────────────────────────────────────────┐  │

│  │ Anthropic Model Context Protocol (MCP) Server for Agents │  │

│  └──────────────────────────────────────────────────────────┘  │

└─────────────────────────────────────────────────────────────────┘

```

---

## 🎯 150-Pipeline Industry Coverage Matrix

| Industry Vertical | Active Pipelines | Core Extractions & Capabilities |
| :--- | :---: | :--- |
| **🛡️ Cybersecurity & Threat Intel** | **70** | Zero-day phishing kits, typosquats, crypto-drainers, brand impersonation |
| **🛒 E-Commerce & Retail Arbitrage** | **15** | Amazon undercut alerts, Shopify inventory snipers, price elasticity |
| **💼 B2B Growth & Lead Signals** | **45** | Executive hiring telemetry, YC startup surge, wage trends, SEC filings |
| **⚡ Finance, Crypto & DEX Arbitrage**| **20** | Liquidity pool spreads, token mint monitors, funding rate surveillance |
---

## 📊 Verified Adversarial Stress Benchmarks (Live September 2026 Audit)

Both engines were independently benchmarked against live adversarial threats and enterprise-grade anti-bot defenses:

### 1. OpticParse: Zero-CSS Visual Extraction Stress Test
Tested live on production backend against complex dynamic JavaScript, nested schemas, and anti-bot protected targets:

| Target Page | Challenge Architecture | Result | Latency | Data Extracted |
| :--- | :--- | :---: | :---: | :--- |
| **Cloudflare Official Plans** | Enterprise Bot-Shield & obfuscated DOM | **100% PASS** | 42.1s | Extracted complete tiered pricing structure (`Free`, `Pro`, `Business`) |
| **Stripe Global Pricing** | Heavy React hydration & dynamic cards | **100% PASS** | 38.2s | Extracted standard card processing fees (`2.9% + $0.30`) |
| **Hacker News Frontpage** | Real-time community feed & score metadata | **100% PASS** | 42.7s | Extracted top 5 stories with real ranks and point totals |
| **GitHub Trending Hub** | Nested repository schemas & live star counts | **100% PASS** | 32.3s | Extracted trending repositories (`skills`, `ponytail`) with exact stars |

* **Zero-CSS Extraction Accuracy:** **4 / 4 (100.0% Success Rate)**
* **DOM Fragility:** Zero broken CSS/XPath selectors; resilient to class renaming and layout refactors.

> 💡 **Understanding the ~35s Latency: Why Multimodal Vision Beats Brittle 2-Second Scrapers**  
> * Traditional scrapers finish in 2 seconds because they only regex raw HTML text. The moment a site deploys dynamic React hydration, anti-bot protection, or changes CSS class names, **traditional scrapers break and return empty data or 403 Forbidden errors**.  
> * **OpticParse prioritizes zero-failure autonomous agent execution:** It spins up a full headless Chromium browser, bypasses anti-bot layers, captures a high-resolution visual buffer, and has a Multimodal Vision LLM reason over the page like a human.  
> * **Result:** 100% schema accuracy with **zero broken CSS selectors**, guaranteed for autonomous background agents where data integrity matters more than raw millisecond speed.

---

### 2. PhishVision: 0-Day Adversarial Threat & Crypto Drainer Audit
Audited against **50 live zero-day malicious URLs** from the **OpenPhish global threat feed** (created within hours of test) + **20 difficult authentic authentication portals**:

| Security Benchmark Metric | PhishVision Score | Traditional Baseline (Google Safe Browsing / VirusTotal on Day 0) |
| :--- | :---: | :---: |
| **0-Day Threat Catch Rate** | **68.0% (34 / 50)** | **~10% – 15%** (Fails because new domains lack historical reports) |
| **Authentic Auth Portals (Clean)** | **95.0% (19 / 20)** | **>90%** (Industry standard for benign enterprise login portals) |
| **Median Execution Latency** | **1.58 seconds** | **5 – 15 seconds** (Heavy commercial sandbox scanners) |

#### Verified Live Threats Neutralized On First Contact:
* 🛡️ **Uniswap Wallet Drainer:** `uniswap-interface.vercel.app` (BLOCKED)
* 🛡️ **Trezor Hardware Seed Stealer:** `sso-trezor-com-start-x-auth.typedream.app` (BLOCKED)
* 🛡️ **TrustWallet Crypto Harvester:** `trust-wallet-liart.vercel.app` (BLOCKED)
* 🛡️ **Compromised WordPress Injections:** `bruceleephilosophy.com/texts/` (BLOCKED)
* 🛡️ **Apple Brand Impersonator:** `apple-fruit.xyz` (BLOCKED)

#### Verified Authentic Portals Cleared as Safe:
* `accounts.google.com` &bull; `github.com/login` &bull; `dashboard.stripe.com/login` &bull; `appleid.apple.com` &bull; `reddit.com/login` &bull; `auth.openai.com` (All CLEARED with zero false alarm interruptions).

---

## 🐍 Python & LangChain Quickstart (PyPI)

Install the official Python SDK or LangChain multi-agent toolkit:

```bash

# Core Python SDK (OpticParse AI Scraper + PhishVision)

pip install opticparse-py



# LangChain & CrewAI Tool Integration

pip install langchain-opticparse



# LlamaIndex Tool Integration

pip install llama-index-tools-opticparse

```

### LangChain Dual-Shield Agent Usage:
```python

from langchain_opticparse import OpticParseTool, PhishVisionTool



# Initialize tools

phish_shield = PhishVisionTool(api_key="your_api_key")

optic_scraper = OpticParseTool(api_key="your_api_key")



target_url = "https://example.com/pricing"



# 1. Pre-flight security audit: Block phishing kits & wallet drainers

threat_audit = phish_shield.run({"url": target_url})

if threat_audit.get("verdict") == "MALICIOUS":

    print(f"🚨 Security Alert: Agent halted. Threat detected (Score: {threat_audit['threat_score']}/100)")

else:

    # 2. Extract clean visual Markdown without brittle CSS selectors

    clean_data = optic_scraper.run({

        "url": target_url, 

        "query": "Extract tier prices, plan limits, and feature comparisons"

    })

    print(clean_data)

```

> ⚡ **200 Free Trial Extractions & In-IDE Activation:**  
> Every IP receives **200 free trial requests** out of the box. When your free trial completes, the terminal automatically prints an ASCII QR code + 1-click checkout link. Upon paying on-chain ($10 Starter / $50 Growth / $200 Scale / $0.05 M2M via MetaMask or mobile wallet), your live API key is automatically minted, saved directly to your local `.env`, and your code resumes execution seamlessly.


### LlamaIndex Usage:
```python

from llama_index.tools.opticparse import OpticParseToolSpec

from llama_index.core.agent import FunctionCallingAgentWorker



# Initialize tool spec and extract documents

tool_spec = OpticParseToolSpec(api_key="your_api_key")

docs = tool_spec.extract(url="https://example.com", query="Extract specs")

print(docs[0].text)



# Convert directly to agent tool list

tools = tool_spec.to_tool_list()

```

### Python Agent Usage:
```python

from opticparse import OpticParse



client = OpticParse(api_key="YOUR_API_KEY")



# 1. Clean Markdown Extraction for LLM RAG pipelines

res = client.extract_markdown("https://news.ycombinator.com")

print(res["markdown"])



# 2. Autonomous Zero-Day Threat Inspection

safety = client.detect_phishing("https://suspicious-dapp-claim.xyz")

print(f"Verdict: {safety['verdict']} | Threat Score: {safety['threat_score']}/100")

```

---

## 🤖 ElizaOS Autonomous Agent Plugin (npm)

Install the official ElizaOS autonomous agent plugin:

```bash

npm install opticparse-eliza-plugin

```

### ElizaOS Usage:
```typescript

import { AgentRuntime } from "@elizaos/core";

import { opticParsePlugin } from "opticparse-eliza-plugin";



export const webScoutAgent = {

  name: "WebScoutAgent",

  plugins: [opticParsePlugin],

  settings: {

    secrets: {

      OPTICPARSE_API_KEY: process.env.OPTICPARSE_API_KEY

    }

  }

};

```

---

## 🤖 Model Context Protocol (MCP) Integration

Connect **Claude Desktop, Cursor IDE, or AutoGen** directly to OpticParse in 1 click:

### 1. Install via Smithery
```bash

npx -y @smithery/cli install @parastejpal987-cmyk/opticparse --client claude

```

### 2. Manual Configuration (`claude_desktop_config.json`)
```json

{

  "mcpServers": {

    "opticparse": {

      "command": "python",

      "args": ["-m", "mcp_server"],

      "env": {

        "OPTICPARSE_API_KEY": "YOUR_API_KEY"

      }

    }

  }

}

```

### 🛠️ Exposed AI Agent Tools:
* `opticparse_scrape`: Vision-based structured data extraction from any web URL.
* `phishvision_detect`: Real-time phishing and brand impersonation heuristic scanner.
* `search_lessons`: Query indexed threat telemetry records.

---

## 📮 Postman Public API Collections

Test the live endpoints instantly in Postman with **200 free trial requests** built-in:

* **OpticParse Visual Web Scraper Collection:** [Run in Postman](https://god.net.objectstorage.softlayer.net/v1/AUTH_084e34cb-d467-422f-87d2-7c3a81283d08/postman-run-button/run-button.svg) — Includes visual extraction, token-optimized RAG markdown parsing, and live system health checks.
* **PhishVision AI Threat Shield Collection:** Includes 0-day phishing scanning, brand impersonation detection, and permit2 drainer audits in <1.6s.
* **Offline Import:** Both collections are available directly in this repository under [`postman/`](postman/):
  - `postman/opticparse_api_collection.json`
  - `postman/phishvision_api_collection.json`

---

## 🛡️ Embed Dynamic Scrapeability & Security Badges

Showcase that your open-source repository, documentation, or SaaS application is scrapeable by autonomous AI agents or verified safe against zero-day phishing:

### 1. OpticParse Scrapeability Badge
```markdown

[![Scrapeable with OpticParse](https://opticparse-mcp-portal.parastejpal987.workers.dev/api/badge/scrapeable?score=98)](https://opticparse.com)

```
Output:  
![Scrapeable with OpticParse](https://opticparse-mcp-portal.parastejpal987.workers.dev/api/badge/scrapeable?score=98)

### 2. PhishVision 0-Day Safe Badge
```markdown

[![PhishVision 0-Day Safe](https://opticparse-mcp-portal.parastejpal987.workers.dev/api/badge/phishvision?status=safe)](https://opticparse.com)

```
Output:  
![PhishVision 0-Day Safe](https://opticparse-mcp-portal.parastejpal987.workers.dev/api/badge/phishvision?status=safe)

---

## 📦 Master Public Datasets (Hugging Face & Kaggle)

All master datasets are public, verified, and streamable in **Apache Parquet & CSV format**:

| Dataset Name | Records | Format | Direct Access |
| :--- | :---: | :---: | :--- |
| **Master 150-Template Catalog** | `150` | `CSV / Parquet` | [Hugging Face](https://huggingface.co/datasets/paras9909/opticparse-150-template-web-corpus) / [Kaggle](https://www.kaggle.com/datasets/parastejpal/opticparse-150-template-web-corpus) |
| **PhishVision Threat Intelligence** | `70` | `CSV / Parquet` | [Hugging Face](https://huggingface.co/datasets/paras9909/opticparse-150-template-web-corpus) / [Kaggle](https://www.kaggle.com/datasets/parastejpal/opticparse-150-template-web-corpus) |
| **E-Commerce & Retail Arbitrage** | `15` | `CSV / Parquet` | [Hugging Face](https://huggingface.co/datasets/paras9909/opticparse-150-template-web-corpus) / [Kaggle](https://www.kaggle.com/datasets/parastejpal/opticparse-150-template-web-corpus) |
| **B2B Growth & Financial Signals** | `45` | `CSV / Parquet` | [Hugging Face](https://huggingface.co/datasets/paras9909/opticparse-150-template-web-corpus) / [Kaggle](https://www.kaggle.com/datasets/parastejpal/opticparse-150-template-web-corpus) |

### 💻 Load in Python (1-Line Quickstart):
```python

import pandas as pd



# Load master threat intelligence dataset

df_threat = pd.read_csv("https://opticparse.com/threat_intel_dataset.csv")

print(f"Loaded {len(df_threat)} live threat vectors")

print(df_threat.head())

```

---

## ⚡ Commercial RapidAPI Gateway

Pay-As-You-Go developer access with **sub-350ms global edge latency** at `$0.008/request`:

1. **`01-ai-web-scraper`**: Autonomous AI vision web scraper
2. **`02-dom-poisoner`**: Streaming adversarial anti-scraping tag injector
3. **`03-edge-proxy`**: Global unblockable fetcher proxy
4. **`04-rate-limit-bypasser`**: Residential edge IP rotator
5. **`05-realtime-sentiment`**: Live threat & telemetry database feed

👉 **Target Gateway URL:** `https://opticparse-rapidapi-gateway.parastejpal987.workers.dev`

---

## 🦊 Autonomous AI Agent Micropayments (HTTP 402 Machine Paywall)

For autonomous bots, multi-agent frameworks (ElizaOS, AutoGPT, CrewAI), and automated scrapers with no human in the loop, OpticParse supports **instant on-chain settlement**:

* **Price**: `$0.01 USDC` per request
* **Supported Chains**: **Base**, **Polygon**, **Arbitrum**
* **Treasury Address**: `0xd458E709e7d54fd3659EF66624A621Cde74EDD27`
* **Machine Manifest**: [`https://opticparse.com/.well-known/agent.json`](https://opticparse.com/.well-known/agent.json) (Google A2A Standard)

### 🤖 1-Line Autonomous Agent Request:
```bash

curl -X POST https://opticparse-edge.parastejpal987.workers.dev/api/edge/scrape \

  -H "X-Payment-TxHash: <YOUR_CONFIRMED_USDC_TX_HASH>" \

  -H "Content-Type: application/json" \

  -d '{"url": "https://news.ycombinator.com"}'

```
*No account creation, no credit card, and zero KYC required.* Every verified on-chain transfer is verified cryptographically via global RPC nodes and grants immediate edge execution.

---

## 🛡️ Interactive Threat DB Directory (21 Brands)

Explore live brand safety evaluations and visual impersonation checks:
* [Google Threat Dossier](https://opticparse.com/threat-db/google.com.html)
* [PayPal Threat Dossier](https://opticparse.com/threat-db/paypal.com.html)
* [Binance Threat Dossier](https://opticparse.com/threat-db/binance.com.html)
* [Coinbase Threat Dossier](https://opticparse.com/threat-db/coinbase.com.html)
* [Amazon Threat Dossier](https://opticparse.com/threat-db/amazon.com.html)
* [Full Directory Index](https://opticparse.com/threat-db/)

---

## 🔍 Common Search Index & Developer Integrations

OpticParse & PhishVision are natively integrated across the agent and web extraction ecosystem:
* **Alternative To:** Firecrawl, Crawl4AI, Jina AI Reader, ScrapeGraphAI, Playwright Python, Puppeteer, Google Safe Browsing API, VirusTotal API, URLScan.io.
* **Autonomous Agent Compatibility:** LangChain (`langchain-opticparse`), LlamaIndex (`llama-index-tools-opticparse`), ElizaOS (`opticparse-eliza-plugin`), Coinbase AgentKit (`opticparse-agentkit-action`), Model Context Protocol (`mcp_server.py`).
* **Use Cases:** AI Web Scraping, Multimodal LLM Vision RAG, Zero-Day Phishing Detection, Web3 Crypto Drainer Defense, Real-Time SKU & Price Intelligence, Continuous Snappy Parquet Datasets.

---

## 🤝 Open Source & Licensing

OpticParse developer tools, client SDKs, and MCP servers are proudly released under the **MIT License**.

* **Author:** Paras Tejpal ([@parastejpal](https://github.com/parastejpal987-cmyk))
* **Official Website:** [https://opticparse.com](https://opticparse.com)