We scored multiple projects this week. Here are a few you should know about:
Millennium Club
Noice App
REI Network
Uranus
Pandemic Labs
Please remember that some of these projects still need our code review process. Still, we want to highlight them here because they initially caught our attention through our fundamental analysis process.
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Now, let’s get back to the hidden gems.
1. Millennium Club

Sector - DeFi
Status - Active
Millennium Club DAO (MCLB) is a pioneering decentralized organization dedicated to advancing Web3 and the broader blockchain space. It serves as a gateway to opportunities in DeFi through its governance control over key protocols like Aerodrome, Velodrome, and Curvance.
The core product is a DAO treasury-backed ecosystem that offers risk-free value (RFV) plays, early project access, and incubation support for DeFi primitives, Layer 2 solutions, games, and on-chain media.
It addresses challenges such as high barriers to entry in DeFi investments, token inflation, and lack of sustainable yield generation by leveraging a deflationary multi-chain farming token ($fBOMB) integrated with ve(3,3) DEXes to create flywheels that burn supply and direct emissions to liquidity pools. This is achieved through protocol-owned liquidity (POL) strategies, cross-chain support, and community amplification.
The technology stack includes Solidity-based smart contracts on multiple chains, ve(3,3) governance models, and integrations with DEXes, ensuring diversified asset exposure and continuous burning mechanisms for value appreciation.
1.1. Features
Risk-Free Value Plays: Provides affordable entry into major DeFi projects via significant holdings in governance tokens, with a treasury valued over $25M for stable, non-dilutive yields.
Project Incubation: Backs founders in DeFi, L2s, games, and on-chain media, maximizing DAO value through synergies with $fBOMB and adding to long-term yield and voting power.
Flywheel Strategy: Utilizes POL to farm DEX tokens, lock them into veNFTs, and bribe/vote for $fBOMB pools, directing emissions across chains for sustained growth and deflation.
Early Access Opportunities: Token holders gain seed and private round allocations in emerging projects, enabling high-return investments not available on open markets.
Cross-Chain Support: Offers liquidity bootstrapping, protocol-owned strategies, and multi-chain launches to enhance interoperability and reduce bridging fees through burns.
Community Building Tools: Focuses on narrative development and amplification, creating flywheels that plug into MCLB's governance stack for broader ecosystem adoption.
1.2. Token
The primary token for Millennium Club DAO is $MCLB, a governance and utility token with zero inflation. Supply and distribution details are tracked via a Dune Dashboard, emphasizing deflationary mechanics tied to the related $fBOMB token, which features a total supply reduction through burns on transactions (1%) and bridging (2%). While exact $MCLB supply figures are not explicitly detailed in sources, it operates on Sonic with a fully diluted valuation of around $5.1M.
1.2.1. Utility
$MCLB enables governance participation, access to RFV plays, early project allocations, and staking for yields. It captures value from incubated projects and flywheels, flowing back to holders via treasury growth and emission directing. At the same time, $fBOMB complements this with deflationary farming and burns to ensure "up only" momentum.
2. Noice App

Sector - DeFi
Status - Active
Noice App is a blockchain-based platform that enables users to tip any token during social interactions like liking, commenting, or following, effectively monetizing online attention and content.
The product integrates with social networks such as Farcaster, allowing seamless token flows to creators without leaving their timelines. It solves problems like under-monetized social interactions, limited utility for creator coins, and the challenge of tokenizing attention by embedding programmable token tipping into everyday activities, creating micro-economies around beliefs and communities.
This is accomplished through on-chain transactions that tokenize "atomic units of attention," supporting trillions of daily interactions with real monetary value. The technology stack is built on Base blockchain for low-cost, efficient tipping, with integrations for real-time visibility and flexible access pricing in any token.
2.1. Features
Token Tipping for Interactions: Users can tip any token (e.g., $USDC, $Clanker, $Jesse, $Higher) for likes, comments, and follows, turning social engagement into financial rewards.
Flexible Access Pricing: Creators set prices in any token for content access, enabling customized monetization without platform silos.
Real-Time Transaction Visibility: Displays who sent/received tokens and amounts, fostering transparency and community-driven economies.
Attention Tokenization: Captures value from micro-interactions, aiming to handle a trillion units daily for scalable monetization.
Timeline Integration: Allows monetization directly within social feeds on Farcaster and Base, reducing friction for users.
Onchain Earnings Tools: Helps new users earn their first crypto through tipping, lowering barriers to entry in the ecosystem.
Creator Toolkit: Supports building "one-man network states" by enhancing creator coin utility and sharing upside with early supporters.
2.2. Token
The project's token is $NOICE, launched on Base with a DEX address for trading. Total supply is 100 billion. Distribution focuses on active users, with airdrops rewarding content creation and tipping behaviors to avoid spam.
2.2.1. Utility
$NOICE is used for tipping during interactions, setting access prices, and qualifying for airdrops via engagement. It drives demand by facilitating token flows in social economies, with future utilities potentially including governance or enhanced features for creators.
2.3. Investors
Noice won the first spot in Base Batches Demo Day 001, out of 40 teams, and was awarded $100k. No other investor's details are publicly available.
3. REI Network

Sector - AI
Status - Active
REI Network, developed by the 0xReisearch collective, is an innovative framework for integrating AI and blockchain through structured data interchange, enabling sophisticated interactions while preserving blockchain's deterministic properties.
The product includes the REI Framework, a "universal translator" between AI and blockchain, along with tools like ERCData for on-chain storage, an Oracle Bridge for intermediation, and practical implementations such as smart contracts that analyze their own data and the REI agent for processing blockchain information via cognitive layers.
It addresses challenges like forcing AI into blockchain constraints (or vice versa) by splitting computation: AI handles non-deterministic tasks off-chain, while blockchain manages verifiable execution. This solves scalability, efficiency, and interoperability issues in AI x Crypto applications.
The technology stack features Bowtie Architecture for memory management, Reasoning Clusters for cognitive processes, and Model Orchestration for task distribution, built on Base and Hyperliquid, with open-source transformer models like Hanabi-1 for specialized tasks.
3.1. Features
Bowtie Architecture: Proprietary memory system with semantic vectors and abstract nodes for creative connections, enabling emergent intelligence and genuine learning.
Reasoning Cluster: Acts as a synthetic brain with decision trees, neural links, and conceptual graphs for efficient model selection and parallel processing.
Model Orchestration: Dynamically decomposes queries, routes tasks to specialized models (statistical, perception, domain-specific), and optimizes resource allocation.
Evolution Principle: Agents remember interactions and evolve, improving over time through continuous learning and adaptation.
Catalog Series: Open-source transformers like Hanabi-1 for specialized purposes (e.g., financial prediction addressing class imbalance and temporal dynamics).
Factory & Core API/SDK: Framework-agnostic tools for deploying agents with seamless integration, retaining knowledge across platforms via API keys.
Marketplace and Staking: Enables trading, participation, and supply reduction tied to real performance, with API access for partners.
3.2. Token
The ecosystem token is $REI, with a total supply of 1,000,000,000. Distribution includes 54% released via public donation event at launch, 30% for liquidity pooling, 6% for additional liquidity, 5% for Reisearch grants/experiments, and 5% vested to the team (6-month cliff and linear unlock).

3.2.1. Utility
$REI grants access to the SDK/API for agent deployment and interactions, facilitates marketplace transactions (with fees in $REI), requires staking for community voting and crowdfunding, and drives supply reduction through profit-linked buybacks. It ensures ongoing demand via API usage for partners and projects.
3.3. Investors
REI Network raised approximately $400,000 USDC (equivalent to 120 ETH) through a public donation event, representing 54% of tokens released at launch. No specific investors are named, suggesting a community-focused presale model rather than VC-led rounds.
4. Uranus

Sector - Meme
Status - Active
Uranus is a meme-inspired cryptocurrency project themed around humorous planetary references, launched via the Jupiter launchpad. It is positioned as a community-driven token with potential for viral growth in the meme coin sector.
The product is primarily a tradable token on Solana, emphasizing speculative trading, community engagement, and rapid price momentum through social hype. It addresses the demand for entertaining, low-barrier crypto assets that capture retail interest amid market volatility. It solves boredom in traditional investments by leveraging meme culture for quick gains and community building.
This is achieved via fair launches and decentralized trading, with no complex utilities beyond holding and trading. The technology stack is Solana-based for high-speed, low-fee transactions, integrated with DEXes for liquidity and price discovery.
4.1. Features
Meme-Driven Community: Builds engagement through humorous themes and social media, fostering viral adoption and rapid surges.
High Volatility Trading: Offers explosive price movements, with a recent 400% weekly jump and increased volumes, appealing to speculative traders.
Solana Integration: Leverages fast, low-cost blockchain for seamless trading and liquidity on DEXes.
Decentralized Launch: Fair distribution without pre-mines, emphasizing community ownership and organic growth.
Cross-Exchange Data: Accessible funding rates and open interest via tools, enabling derivative plays on the token.
Social Amplification: Active on X and communities for hype, turning cultural references into economic flywheels.
4.2. Token
The token is $URANUS, with a total supply of 100,000,000. Distribution details are limited, but it appears fair-launched, with no circulating supply at inception, and now fully in the market via trading.
4.2.1. Utility
Primarily speculative, $URANUS serves as a trading asset for community bets, with potential for tipping or meme-based interactions in social economies. No advanced utilities like staking or governance are evident, focusing on holding for upside in volatile markets.
5. Pandemic Labs

Sector - Game Studio
Status - Active
Pandemic Labs is a SocialFi gaming studio focused on launching casual social games in crypto, capitalizing on the trend where mini-games drive significant revenue. The product suite includes multiple games that integrate on-chain mechanics for playing with friends, capturing value through a utility token that flows back to players.
It solves the underutilization of social elements in crypto by mirroring Web2 success with addictive, friend-based gameplay, addressing low engagement and revenue in on-chain apps.
This is done via rapid game launches to dominate the category, with self-funded development ensuring agility. The technology stack involves blockchain for token utilities, likely on Ethereum-compatible chains, with social integrations for multiplayer experiences.
5.1. Features
Social Game Focus: Emphasizes casual mini-games played with friends, mirroring Web2 revenue models for on-chain dominance.
Rapid Launch Commitment: Plans to release more SocialFi games than competitors, building a portfolio for category leadership.
Value Flow to Community: Captures attention across games and redirects it to players via token mechanics.
Self-Funded Agility: 100% bootstrapped, allowing a passionate team to iterate quickly without external pressures.
Utility Integration: Token ties into all games, enabling cross-game economies and player rewards.
5.2. Token
The utility token is $VIRUS, designed to capture attention and value across Pandemic Labs' games. It has a total supply of 1,000,000,000 and focuses on community flow-back.
5.2.1. Utility
$VIRUS powers in-game economies, rewards players, and captures value from all launches, flowing benefits back to the community for sustained engagement and revenue sharing.