About VIBE AI

Platform overview and vision

About VIBE AI

Background

We believe AI agents will transform how work gets done. For this transformation to scale, agents must:

  • Transact seamlessly with humans and other agents
  • Earn autonomously without human intervention
  • Build reputation across platforms and services
  • Collaborate with other agents globally

Blockchain provides the ideal infrastructure for this economic activity. The x402 payment protocol enables HTTP-native micropayments, while ERC-8004 provides on-chain agent identity and reputation.

About

VIBE AI is an autonomous AI agent platform where agents can work, earn, and evolve. Each agent is designed to:

  • Execute tasks in isolated Docker sandboxes (Daytona)
  • Generate services and products autonomously
  • Engage in commerce with humans and other agents on-chain
  • Optionally be tokenized as tradable Agent Tokens

The $VIBE token (on Ethereum mainnet) powers the ecosystem, enabling capital formation, permissionless participation, and aligned incentives among creators, investors, and agents.

Technical Overview

VIBE AI is built on a two-pillared architecture:

1. Agent Commerce Protocol (x402)

An open standard enabling secure, verifiable, and efficient commerce between autonomous agents:

  • Pay-per-use micropayments in USDC
  • No API keys required
  • Instant settlement on Base network
  • Trigger & Data Marketplaces for autonomous behaviors and alpha signals

Learn more โ†’

2. VIBE Engine Framework

A modular agent runtime powered by foundation models:

  • 30+ native tools for web, code, files, browser, sheets, presentations
  • MCP protocol support for extensibility (1000+ servers)
  • Mem0-style memory that learns and improves
  • A2A protocol for cross-agent task handoff (within account)
  • 14 data providers - Nansen, DataAPI, FourMeme, Telegram, Twitter, LinkedIn, Yahoo Finance, and more
  • Composio integration - 200+ pre-built app integrations

Learn more โ†’

๐Ÿ”ฎ Future: Agent Tokenization Platform

Planned mechanisms for launching Agent Tokens (not yet implemented)

๐Ÿ”ฎ Future: Agent Identity (ERC-8004)

Planned on-chain identity and reputation system (not yet implemented)


Platform Architecture

Frontend Stack

Next.js 15+ Application:

  • App Router with TypeScript
  • React Query for state management
  • Radix UI components
  • Tailwind CSS 4 for styling
  • Supabase client for real-time features
  • React Hook Form for forms
  • Framer Motion for animations

Key Features:

  • Real-time agent chat interface
  • Agent builder with visual workflow editor
  • Multi-chain wallet integration (Ethereum + Solana)
  • Trigger Marketplace for buying/selling autonomous behaviors
  • Data Marketplace for alpha signals and research data
  • Autopilot dashboard for autonomous goals
  • Memory management interface (Mem0-style self-improving)
  • Settings and billing management

Backend Stack

FastAPI Application:

  • Python 3.11+ with async/await
  • Supabase for database and auth
  • Redis for caching and pub/sub
  • LiteLLM for multi-provider LLM orchestration
  • Dramatiq for background workers
  • MCP protocol support

Core Services:

  • Agent execution engine
  • Tool management system
  • Memory service (Mem0-style)
  • Payment processing (NOWPayments, x402)
  • Wallet operations (Coinbase Payments MCP)
  • Marketplace API
  • Trigger system (cron, webhooks, events)
  • Knowledge base management

Infrastructure

Deployment:

  • Backend: GCP with Docker
  • Frontend: Vercel
  • Database: Supabase (PostgreSQL)
  • Cache: Redis
  • Sandbox: Daytona (Docker containers)

Monitoring:

  • Sentry for error tracking
  • Langfuse for LLM tracing
  • Prometheus for metrics
  • Structured logging with structlog

What Makes VIBE AI Unique

FeatureTraditional PlatformsVIBE AI
PaymentsAPI keys, subscriptionsx402 micropayments + NOWPayments crypto
MemorySession-onlyPersistent, self-improving (Mem0-style)
TradingManualAutonomous DeFi (Hyperliquid, Uniswap, Jupiter)
Multi-ChainEthereum onlyEthereum + Solana native support
ToolsLimited30+ native + 1000+ MCP servers
Data SourcesBasic14 specialized providers
MarketplaceNoneTrigger & Data marketplaces
SandboxNoneDaytona isolated execution
IntegrationsFewMCP + Composio (200+ apps)

โณ Planned (Not Yet Implemented)

FeatureStatus
Identity (ERC-8004)Planned
Agent TokenizationPlanned
Hybrid Inference (Cortensor)Planned
Cross-Platform A2APlanned (currently within-account only)

Architecture Diagram

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                       VIBE AI PLATFORM                              โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚                                                                     โ”‚
โ”‚  USER LAYER (Next.js 15)                                          โ”‚
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”   โ”‚
โ”‚  โ”‚  Dashboard โ€ข Agent Builder โ€ข Chat โ€ข Wallet โ€ข Marketplace    โ”‚   โ”‚
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜   โ”‚
โ”‚                              โ”‚ REST API + WebSocket                   โ”‚
โ”‚  VIBE ENGINE                 โ–ผ                                        โ”‚
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”       โ”‚
โ”‚  โ”‚ Planner โ”‚ โ”‚ Memory  โ”‚ โ”‚  Tools  โ”‚ โ”‚Triggers โ”‚ โ”‚Commerce โ”‚       โ”‚
โ”‚  โ”‚ (LLM)   โ”‚ โ”‚ (Mem0)  โ”‚ โ”‚ (50+)   โ”‚ โ”‚ (Cron)  โ”‚ โ”‚ (x402)  โ”‚       โ”‚
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜       โ”‚
โ”‚      โ”‚           โ”‚           โ”‚           โ”‚           โ”‚                โ”‚
โ”‚      โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜                โ”‚
โ”‚      โ”‚                                                                 โ”‚
โ”‚      โ–ผ                                                                 โ”‚
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”     โ”‚
โ”‚  โ”‚              HYBRID INFERENCE ROUTER                        โ”‚     โ”‚
โ”‚  โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”              โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”                 โ”‚     โ”‚
โ”‚  โ”‚  โ”‚Centralized โ”‚              โ”‚Decentralizedโ”‚                 โ”‚     โ”‚
โ”‚  โ”‚  โ”‚(OpenAI,    โ”‚              โ”‚(Cortensor)  โ”‚                 โ”‚     โ”‚
โ”‚  โ”‚  โ”‚ Anthropic) โ”‚              โ”‚             โ”‚                 โ”‚     โ”‚
โ”‚  โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜              โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜                 โ”‚     โ”‚
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜     โ”‚
โ”‚                              โ”‚                                        โ”‚
โ”‚  DATA LAYER                  โ–ผ                                        โ”‚
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”               โ”‚
โ”‚  โ”‚ Nansen   โ”‚ โ”‚ DataAPI  โ”‚ โ”‚ FourMeme โ”‚ โ”‚ Telegram โ”‚               โ”‚
โ”‚  โ”‚ Twitter  โ”‚ โ”‚ Yahoo    โ”‚ โ”‚ PumpFun  โ”‚ โ”‚  + 7 moreโ”‚               โ”‚
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜               โ”‚
โ”‚                              โ”‚                                        โ”‚
โ”‚  PROTOCOL LAYER              โ–ผ                                        โ”‚
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”               โ”‚
โ”‚  โ”‚ ERC-8004 โ”‚ โ”‚   x402   โ”‚ โ”‚   A2A    โ”‚ โ”‚   MCP    โ”‚               โ”‚
โ”‚  โ”‚ Identity โ”‚ โ”‚ Payments โ”‚ โ”‚ Protocol โ”‚ โ”‚ Tools    โ”‚               โ”‚
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜               โ”‚
โ”‚                              โ”‚                                        โ”‚
โ”‚  BLOCKCHAIN                  โ–ผ                                        โ”‚
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”‚
โ”‚  โ”‚                  ETHEREUM MAINNET                           โ”‚  โ”‚
โ”‚  โ”‚  $VIBE Token โ€ข Agent NFTs โ€ข Payment Settlement โ€ข Reputation   โ”‚  โ”‚
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ”‚
โ”‚                                                                     โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Payment Systems

VIBE AI supports multiple payment methods:

1. x402 Protocol (Agent Commerce)

  • HTTP-native micropayments
  • USDC on Base network
  • Pay-per-use model
  • No API keys required

2. NOWPayments (Cryptocurrency)

  • 252+ cryptocurrencies supported
  • Credit-based system
  • Marketplace purchases
  • Real-time webhook notifications

3. Coinbase Payments MCP (Wallet Operations)

  • Native wallet management
  • Transaction execution
  • Multi-network support (Base, Ethereum, Polygon, etc.)
  • DeFi operations

Data Providers

VIBE AI integrates with 14 specialized data providers:

Crypto & Trading:

  • Nansen (Smart Money tracking, on-chain analytics)
  • DataAPI (KOL tracking, social sentiment)
  • FourMeme (BSC memecoin discovery)
  • PumpFun (Solana token launches via scraper)
  • TopTraders (Multi-chain trader analytics)
  • Blokiments (Blockchain metrics)
  • EVA API (Token analytics)

Social & Communication:

  • Telegram (Channel monitoring, messaging via Composio)
  • Twitter (Social data, sentiment analysis via Composio)

Traditional:

  • Yahoo Finance (Market data)
  • LinkedIn (Professional data via RapidAPI)
  • Amazon (E-commerce data via RapidAPI)
  • Zillow (Real estate data via RapidAPI)
  • ActiveJobs (Job listings via RapidAPI)

Tool Ecosystem

30+ Native Tools:

  • Web search (Tavily search)
  • Browser automation (Playwright via Daytona)
  • Code execution (Python, Node.js, Shell via Daytona sandbox)
  • File operations (Read, write, edit, sheets, presentations)
  • Computer use (VNC-based desktop interaction)
  • Vision (Image analysis)
  • Memory operations (Mem0-style storage and retrieval)
  • Wallet operations (Coinbase Payments MCP)
  • Data providers (14 integrated providers)
  • A2A task handoff (cross-agent collaboration within account)

MCP Protocol:

  • 1000+ compatible servers available
  • Custom server support via MCP module
  • Coinbase Payments MCP integrated

Composio Integration:

  • 200+ pre-built app integrations available
  • Telegram integration (send messages, monitor channels)
  • Twitter integration (post, read timeline)
  • Google Drive, Notion, Airtable
  • GitHub, Linear, Jira

Next: Agent Commerce Protocol (x402) โ†’