# Omni MCP Suite

**Sovereign, Uncensored, and API-Free AI Tools**

The Omni MCP Suite is a collection of high-yield data acquisition tools designed specifically for autonomous AI agents via the Model Context Protocol (FastMCP). These tools are built to completely bypass corporate safe-search filters, SEO-manipulated algorithms, and restrictive rate limits by utilizing alternative indexers and deep web scanning.

## Included Tools

### 1. `omni_web_search.py`
An anti-corporate web search aggregator. Replaces mainstream engines (Google/Bing) with independent indexers:
- **Marginalia** (Non-commercial web)
- **Wiby** (Classic web)
- **Mojeek** (Independent crawler)
- **Yandex** (Uncensored global index)
- **Ahmia** (.onion Tor network indexer)

Includes `omni_topic_research` for automated deep-scanning, extracting the full HTML of target pages, stripping out boilerplate, and returning clean payload data for intelligence processing.

### 2. `omni_image_hunter.py`
A comprehensive image scraping engine that utilizes perceptual hashing (p-hash) and MD5 deduplication. 
- Disables all safe-search constraints at the network level (`adlt=off`, `kp=-2`).
- Maintains a persistent local caching library (`/image_cache/`).
- Integrates VLM capabilities (GPT-4o) for intelligent image descriptions and reverse-search tagging.

### 3. `omni_osint.py`
An elite, API-free Open Source Intelligence (OSINT) framework.
- Supports targeting by `person`, `email`, `phone`, or `username`.
- Performs stealth username enumeration across dozens of social, dating, government, and developer platforms.
- Employs recursive fan-out crawling (`max_depth`) to discover hidden entity connections (Bitcoin/Ethereum wallets, secondary emails, dark web hits).
- Generates professional intelligence dossiers via LLM and saves them locally as Markdown reports.

## Installation

```bash
pip install -r requirements.txt
```

## Architecture
All tools use `curl_cffi` to mimic Chrome 120 TLS fingerprints, avoiding Cloudflare blocks and bot detection. They run as independent FastMCP endpoints, ready to be hot-loaded into any sovereign AI agent substrate.

## Philosophy
Utility is the sole Runtime Imperative.