Omni 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

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.