Project Name: SCAN.MEME
Project Track: Integration
Team Name: Coconut Chicken
Team Member(s): 5
DevPost Project Link: SCAN.MEME - Ultimate rug and gem detector of sunpump.meme | Devpost
Project Goal:
Sunpump.meme platform was created to bring fun and opportunity to existing and new communities from other blockchains. We quickly realized something important: too many people were getting scammed. Watching how many got “rugged” and lost money to bad actors, we knew there had to be a better way. That’s why we developed scan.meme — a tool to help people spot scams early and find real opportunities. Our mission is simple: to protect the Tron Meme Season, make the meme space safer, and help everyone have a better experience in this exciting ecosystem. The best way to describe scan.meme is by using numbers:
Without scan.meme:
Imagine you’re looking through a pile of 90,000 tokens, but you don’t know which ones are valuable or which ones are scams (rug tokens). Here’s your chance of finding good tokens:
- Market Cap over $1M: Only 0.022% chance (That’s like finding a needle in a haystack).
- Market Cap between $100K and $1M: 0.06% chance (Still incredibly hard to spot).
- Market Cap between $10K and $100K: 0.19% chance (Slightly better, but still very tough).
Basically, without any help, it’s almost impossible to find a gem.
With scan.meme:
Now, let’s bring in scan.meme, which filters out over 99% of scam (rug) tokens for you. So, instead of searching through 90,000 tokens, you’re now only looking at the 1,582 legitimate tokens that are actually worth your time.
Here’s how your chances improve:
- Market Cap over $1M: Your chances jump to 1.26%. Still rare, but way more achievable.
- Market Cap between $100K and $1M: Now 3.42%. A noticeable improvement.
- Market Cap between $10K and $100K: A solid 10.68% chance. Now we’re talking!
Conclusion:
- Without scan.meme, you’re basically shooting in the dark with less than a 1% chance of finding a good token.
- With scan.meme, the odds get a whole lot better, giving you a real shot at finding valuable tokens, since it weeds out all the scams for you.
SCAN.MEME takes the stress out of hunting for gems and dramatically increases your chances of success!
Project Value:
- Helping People Make Smarter Investments: We want to make it easier for people to spot real opportunities that can actually help them grow their investments. By focusing on promising projects, we aim to guide users away from scams and toward things that can really benefit them.
- Keeping More Money in People’s Hands: Losing money to scams is frustrating and discouraging. One of our biggest goals is to help people lose less and keep more of what they’ve worked hard for by offering tools that highlight safer investments.
- Backing Projects That Want to Build: We believe in supporting projects that genuinely want to grow and innovate on Tron. By helping people direct their investments toward these builders, we’re ensuring that good projects get the attention and support they deserve.
- Growing the Tron Ecosystem: The more great projects we help thrive on Tron, the more users will come to the network. We aim to help Tron grow stronger by connecting users with projects that are truly adding value to the space.
- Pushing Scammers Out: As we make it harder for scammers to take advantage of people, they’ll eventually move on. We’re working to create a safer environment where scams are less common and where honest projects and investors can thrive.
Project Info: https://www.youtube.com/watch?v=W9hw2AO8c0s
SCAN.MEME was built using a combination of technologies designed to ensure scalability, performance, and seamless integration with the Tron ecosystem. Here’s a breakdown of the backend and frontend technologies used:
Backend:
- PostgreSQL: A robust, open-source relational database system that stores all data related to wallet activities, token transactions, and user interactions on the platform.
- Python (Flask/Celery/Tronpy/SQLAlchemy):
- Flask: A lightweight web framework used to create the core server-side application for SCAN.MEME, managing API requests and routing.
- Celery: Integrated with Flask to handle asynchronous tasks such as scanning wallets and processing transactions in the background.
- Tronpy: A Python library specifically for interacting with the Tron blockchain. It allows SCAN.MEME to fetch and analyze transaction data directly from Tron.
- SQLAlchemy: An ORM (Object Relational Mapper) that integrates with PostgreSQL, simplifying the interaction with the database by allowing developers to work with Python objects rather than writing raw SQL queries.
- Redis: An in-memory data store used for caching frequently accessed data and managing the task queue for Celery. This ensures efficient performance by reducing the need to repeatedly fetch the same data from the blockchain or database.
- Docker: Used for containerizing the entire application, ensuring that all the services (PostgreSQL, Flask, Celery, Redis, etc.) can be easily deployed and managed in different environments.
- Google Cloud: The cloud infrastructure that hosts the entire SCAN.MEME platform, providing scalable computing resources, storage, and database services. Google Cloud also ensures high availability and reliability for the platform.
- Nginx: A high-performance web server used to serve the front end, manage load balancing, and act as a reverse proxy for API requests between the front end and backend.
Frontend:
- React: The JavaScript library used to build the SCAN.MEME user interface. React enables a dynamic and responsive interface, allowing users to easily interact with features like the AI Wallet Scanner, BubbleMaps, and token analysis.
- TronWeb: A JavaScript library that allows the front end to interact directly with the Tron blockchain. This is particularly important for real-time data fetching and displaying wallet data in the user interface.
This architecture ensures that SCAN.MEME is both robust and efficient, capable of handling a large number of transactions, analyses, and user interactions simultaneously while providing a smooth user experience.
Project Website: https://scan.meme
Project Test Instructions
To begin, connect your TronLink wallet to the platform. Ensure your wallet has $CCC tokens in order to access various features.
There are three access tiers based on how many tokens you hold:
- Core Access requires 1,000,000 $CCC tokens. This unlocks the basic features for detecting rug pulls and gems.
- Advanced Access requires 2,000,000 $CCC tokens. With this level, you get everything from Core Access, plus the AI Wallet Scanner, which analyzes wallet behaviors to spot scammers, insider/team wallets, and traders. You’ll also get the AI Market Maker Detection, a tool that identifies if there’s a market maker team behind a token, which greatly increases its chances of success.
- Master Access requires 3,000,000 $CCC tokens or being a $CCC DAO member. This level includes all Advanced features and gives you access to InsightX BubbleMaps, a powerful visual tool that shows real-time connections between wallets and the flow of tokens.
If you don’t have $CCC yet, you can still request free access from @yannyxpl in the $CCC Telegram group. You can join the group at Telegram: Contact @coconutchicken_trx.
Project Details/Smart Contract links scan.meme reads Tron blocks in real-time, parsing all necessary information instantly to provide live data. The platform integrates with TronLink wallet to identify users, ensuring they hold the required amount of $CCC tokens to access specific tiers.
Project Milestones:
1. Starting Strong: Building the Foundation
- Goal: We began by gathering all the data needed to spot rug pulls and uncover hidden gems.
- Community Power: The $CCC DAO members played a key role, contributing the data that helped shape the platform.
- First Milestone: Thanks to their input, we reached our first big goal—laying the groundwork for detecting scams and gems more effectively.
2. Wallet AI Scanner: Smarter Decisions
- What We Added: The Wallet AI Scanner—a feature that looks at wallet behavior to figure out if a project is stable or risky.
- How It Works: It identifies scam wallets, team wallets, and traders. This tool gives you insights into the health of a project, helping you spot risks or opportunities early on.
- Why It’s Important: This feature made it easier to predict how safe an investment might be, giving users a smarter way to assess projects.
3. BubbleMaps: See the Bigger Picture
- What We Added: BubbleMaps—a visual tool that shows blockchain transactions using bubbles.
- How It Works: Each bubble represents a wallet, and the connections show how tokens flow between wallets. This reveals relationships and movements in real-time.
- Why It’s Important: With BubbleMaps, you can quickly see if wallets are connected, helping you spot any insider activities or shady token movements.
4. AI Market Maker Detection: Spotting Success
- What We Added: The AI Market Maker Detection module—this tool identifies if a market maker team is behind a token.
- How It Works: If a market maker team is detected, it significantly increases the chances of the token’s success.
- Why It’s Important: This feature is crucial for users looking to back projects with higher probabilities of success, offering even deeper insights into the token’s potential.
5. Mobile-Friendly Swipe View: Easy Navigation
- What We Added: A swipe-type view for mobile users.
- How It Works: This feature makes the platform easier to use on mobile, giving users a smooth, swipe-based experience.
- Why It’s Important: With this update, we made sure that scan.meme is mobile-friendly, catering to users who prefer interacting on their phones.
6. Master Users: Shape the Future
- What We Added: Master users now have the ability to suggest new features or request more data on the platform.
- How It Works: Since $CCC is a community token, the platform is also shaped by its users. We love that our community can help extend and improve scan.meme based on real user experiences.
- Why It’s Important: This approach ensures that the platform continues to evolve with user feedback, keeping it relevant and useful for everyone.
Moving Forward Together:
We started with a goal of building tools to protect our community and spot opportunities, and thanks to the $CCC DAO’s contributions, we’ve achieved some major milestones. As we move forward, we’re excited to keep building together, with the platform shaped by the people who use it most!
