Nov 13, 2025

The Solana Sentinel

solana blockchain web3 security cyber security blockchain security eth

Your AI-Powered Shield Against Risky Tokens on the Solana Blockchain

The Solana Sentinel is a cutting-edge web application that provides real-time, AI-driven risk analysis for Solana tokens. By combining live on-chain data with decentralized AI sentiment analysis, it generates a comprehensive "Sentinel Score" to help users identify potentially risky or malicious projects before they invest.

 

✨ Core Features

  • 🤖 Gemini-Powered Verdict: Leverages Google's Gemini model via Genkit to provide a nuanced, human-readable summary of a token's overall risk profile.
  • 🔗 Real-Time On-Chain Forensics: Fetches and analyzes critical on-chain metrics from the Helius API, including:
    • ✅ Contract Authorities: Checks if developers have renounced control over minting and freezing tokens.
    • 📊 Holder Concentration: Calculates the supply percentage held by top wallets to detect whale dominance.
    • 💧 Liquidity Analysis: Assesses the deployer's share of the liquidity pool to identify potential rug-pull risks.
  • ☁️ Decentralized AI Sentiment: Offloads social media sentiment analysis to the Nosana Network, a decentralized GPU grid, for unbiased and scalable compute.
  • 💯 Holistic Sentinel Score: Our proprietary algorithm synthesizes on-chain and off-chain data into a single, intuitive risk score (0-100).
  • 📈 Dynamic & Interactive Reports: Presents the full analysis in a clean, responsive, and beautifully designed interface built with Next.js and ShadCN UI.

⚙️ How It Works

The application follows a simple but powerful serverless architecture to deliver real-time analysis on demand.

User Input (Token Address) ───> Server Action (Next.js) ───> Data Fetching ([Helius API] & [Nosana Network]) ───> AI Analysis (Google Genkit) ───> Final Report (UI)


🚀 Technology Stack

  • Framework: Next.js (App Router, Server Actions)
  • Language: TypeScript
  • Styling: Tailwind CSS & ShadCN UI
  • AI Toolkit: Google Genkit (with Gemini)
  • On-Chain Data: Helius API
  • Decentralized Compute: Nosana Network
  • Hosting: Vercel / Firebase Hosting

Check the Demo: The Solana Sentinel: AI-Powered Rug Pull Detection (Nosana Agent Challenge) by AshqKing | CodeCup - Web3 Coding Platform

2

Give a star to encourage!Discussion
Start a new conversation!
Login to join the discussion

More Builds by Amaan Ahmad

gaza community crisis maps palestine
web3 blockchain developers coding platform educational
metis blockchain ethereum nft ai
events management commudle appwrite micro-site
ai resume-maker cv-builder ats-friendly next
alpenglow solana protocol verification blockchain
sha256 checker md5 tool secure hash hashing open-source
json tool json-formatter devtool open-source
payment gateway upi payment upi payment solution payment
rust typescript anchor streamflow solana
agora-sdk agora-conversational healthcare hackfest health
gaming free fire database collections online games
loan stock-market trading transparent desktop-app
loan green eco-friendly investment finance