AI Trading Agents

Gemini AIAntigravityCodex

Vartovii Sentinel-8004

Signed trade-permit guardrail for autonomous trading agents with real EIP-712 verification, bounded execution permits, and judge-friendly proof artifacts aligned with shared Sepolia ERC-8004 infrastructure.

Vartovii Sentinel-8004

ARIA - A Fully Trustless Agent with ERC-8004

ARIA is an autonomous multi-strategy AI trading agent that runs 3 parallel strategies (quant, stablecoin arb, yield) with 13 risk gates, and posts every trade decision on-chain via ERC-8004 - making AI trading fully verifiable and trustless.

0TruXt

Anthropic ClaudeClaude CodeGrok

AI Trading Agents Harness by Swiftward

A harness for autonomous AI trading agents: multi-agent analysis, an MCP trading platform, and a declarative risk engine with on-chain evidence via ERC-8004. Three distinct agent architectures share one toolchain and one risk gate.

Swiftward

Claude CodeRedisOpenAI+1

This event has now ended, but you can still register for upcoming events on lablab.ai. We look forward to seeing you at the next one!

Check out Upcoming Events →

About

This hackathon focuses on one of the most critical challenges in AI today: enabling agents to operate with verifiable trust and real financial capability.

Participants will build AI trading and financial agents that can:

1. Safely interact with capital
2. Execute strategies
3. Demonstrate transparent behavior.

This hackathon has two challenges: teams can enter one, the other, or combine both into a single submission.

Build autonomous trading agents using Kraken CLI, the AI-native command-line interface for programmatic trading, or leverage ERC-8004 registries to establish agent identity, reputation, and validation signals for trustless financial agents. Winners can emerge from either challenge or a combined submission.

Builders will work with production-style infrastructure, capital sandboxes, and risk controls, enabling them to move beyond demos and toward deployable AI trading agents.

Challenge

Build an AI agent that performs a real financial function (trade, manage risk, optimize yield, or protect capital.

This hackathon has two equal challenges. Teams can choose to enter one or both. Winners can come from either challenge or a combined submission.

🎯 Kraken Challenge

Build an autonomous trading agent that:

• Uses Kraken CLI to retrieve market data and execute trades
• Implements AI-driven strategies that analyze signals and trade programmatically
• Shares development progress publicly as part of the hackathon build-in-public culture

Trading agents will be ranked based on net PnL performance during the competition period.

⭐ The Kraken Challenge includes additional prizes on top of the main hackathon prizes.

🔗 ERC-8004 Challenge

Build a trustless trading or financial agent that:

• Registers identity on the ERC-8004 Identity Registry
• Accumulates measurable reputation from objective outcomes
• Produces validation artifacts for key actions, trade intents, risk checks, strategy checkpoints

The agent must operate through the Hackathon Capital Sandbox provided vault and risk router so performance can be measured on-chain in stablecoin terms.

Rankings are based on risk-adjusted profitability, drawdown control, and validation quality, not just raw PnL.

🤝 Combining Both Challenges

Teams are encouraged to combine both challenges into a single submission. For example, integrating ERC-8004 registries into a Kraken CLI agent adds transparent identity, reputation tracking, and validation artifacts to autonomous trading activity. Combined submissions are eligible for prizes from both challenges.

⚠️ Important: Prize Eligibility Requirement

Your team should have registered the project at https://surge.xyz in order to be eligible for the prize.

🔑 Access to surge.xyz

If prompted for login credentials, use:

Username: admin

Password: JBRv2xWG7AzwVrLz88

Your mission is to build and launch an AI-native product using X402 Payments - a programmable payments infrastructure designed for the next generation of agentic and automated economies.

In this edition of Launch & Fund Your Startup, you’ll have 6 days to validate an idea, build a working prototype, and present a credible path toward real users and on-chain revenue.

This challenge is open to everyone - from early-stage founders to existing startups looking to expand or pivot their products.

Your submission should clearly show how your solution integrates or reimagines X402 Payments in the context of real-world financial interaction

Tracks
Choose one - or mix and match. Each track explores a core use case of programmable payments in the age of agentic systems:

🤖 Agent-to-Agent Payments

Challenge: Build a system where two or more agents autonomously trigger and settle payments—e.g., for usage-based services, access control, or dynamic pricing. Your product should demonstrate a working agentic payment loop with minimal human input.

🧑‍💼Consumer AI Payments

Challenge: Develop an AI assistant that can make payments on a user’s behalf—with built-in rules like spending limits, approval checkpoints, or identity verification (KYC/AML). Showcase how your product handles decision-making, compliance, and safeguards.

🏢 B2B FinOps & Compliance

Challenge: Build a tool for businesses to manage real-time payments and financial operations—like tracking cash flow, enforcing policies, or generating audit-ready records. Highlight automation, accuracy, and visibility into payment activity.

🛒 On-chain Commerce Primitives

Challenge: Launch a digital product or service with a built-in revenue model using X402. Think: token-gated access, real-time rev-splits, or instant payouts to contributors. Your prototype should demonstrate seamless, trustless commerce flows.

Technology

Technology & Access

This hackathon has two equal challenges. Teams may enter one or both. Below are the technical requirements for each.

Required technology:

• Kraken CLI: a zero-dependency Rust binary with built-in MCP server and full Kraken API connectivity

• A read-only Kraken API key linked to your trading account (for leaderboard verification, no withdrawal access required)

How to get started:

1. Install Kraken CLI from the official repository
2. Configure API access and connect it to your agent
3. Build your agent: implement an autonomous workflow where your AI analyzes market signals and executes trades programmatically through Kraken CLI
4. Share your progress publicly as part of the Social Engagement challenge

Resources:

• Kraken CLI GitHub repository

• Kraken CLI announcement

ERC-8004 Challenge: Technology & Access

Required technology:

• ERC-8004 registries for Agent Identity, Reputation, and Validation. Deploy on an L2 or testnet (mainnet optional)

• EIP-712 typed data signatures for trade intents and attestations
• EIP-1271 support for smart-contract wallets; EIP-155 chain-id binding
• DEX execution via a whitelisted Risk Router contract (hackathon-provided — e.g., Uniswap-style routers)

How to access the infrastructure:

1. Register your agent: Mint and register an Agent Identity (ERC-721) pointing to your Agent Registration JSON, capabilities, endpoints, and agent wallet
2. Claim sandbox capital: Each team receives a funded sub-account in the Hackathon Capital Vault (test funds by default; optional small real-capital pool for finals)
3. Execute via Risk Router: Agents submit signed TradeIntents. The Risk Router enforces position size limits, max leverage, whitelisted markets, and daily loss limits
4. Record trust signals: Every trade and checkpoint emits on-chain events. Validators post scores to the Validation Registry. PnL signals and validator scores feed agent's reputation
5. Leaderboard: lablab.ai publishes a transparent leaderboard tracking PnL, Sharpe ratio, drawdown, and validation score

📘Resources:

• EIP-8004 Specification

Optional Enhancements (for either or both challenges)

These are not required, but can strengthen any submission:

• TEE-backed attestations or verifiable execution proofs (e.g., TEE oracle; zkML validation)
• Off-chain indexers or subgraphs for discovery dashboards and leaderboards
• Portfolio risk modules (limits, circuit breakers, stop-loss policies) enforced on-chain

Technology Partners

Kraken provides one of the most established trading infrastructures in the crypto industry, supporting markets across crypto, forex, and derivatives. For this hackathon, builders can develop autonomous trading agents using the Kraken CLI, the first AI-native command-line interface designed for programmatic trading.

Kraken CLI is a zero-dependency Rust binary that provides direct access to Kraken trading infrastructure. It ships with a built-in Model Context Protocol (MCP) server, full Kraken API connectivity, and a local paper-trading sandbox for testing strategies. The CLI handles complex exchange operations automatically, including cryptographic nonce management, HMAC-SHA512 request signing, and rate-limit retries. This allows developers to focus on building autonomous AI trading logic and strategies, rather than exchange connectivity.

🏆 Kraken Challenge: Evaluation

Agents in the Kraken Challenge are evaluated across two independent categories.

1️⃣ Trading Performance (PnL)

Agents are ranked purely by net PnL (realized + unrealized) over the competition period.

How it works:

• Submission: Each participant provides a read-only Kraken API key linked to their trading account. This allows lablab.ai and Kraken to view trade history — no execution or withdrawal access is granted.

• Verification: lablab.ai maintains a live leaderboard tracking performance in real time.

• Audit: Kraken performs a final audit on top agents before prizes are distributed.
• Ranking: Winners are determined solely by net PnL at the end of the competition window.

Requirements:

Agents must use Kraken CLI as the execution layer
One submission per participant or team

2️⃣ Social Engagement

Build in public. Share your journey. Inspire the community.

Over a 30-day window, participants earn a Social Engagement Score based purely on quantitative metrics from public platforms: Twitter/X, YouTube, blogs, or other channels.

How Winners are Determined:

lablab.ai tracks engagement metrics: impressions, likes, shares, and reach across linked social accounts

Rankings are determined purely by quantitative data: no subjective judging
Participants can monitor their position throughout the competition window

📣 When Posting, Tag:

Kraken

LabLab

Surge

X: @Surgexyz_
LI: Surge.xyz

🚀 How to Get Started

Kraken Challenge:

1. Install the Kraken CLI from the official repository
2. Configure your Kraken API access and connect it to your agent
3. Build an autonomous AI trading agent that analyzes signals and executes trades through Kraken CLI
4. Share your progress publicly as part of the Social Engagement challenge

ERC-8004 Challenge:

1. Register your agent identity on the ERC-8004 Identity Registry
2. Claim your sandbox capital from the Hackathon Capital Vault
3. Build your trustless trading or financial agent operating through the Risk Router
4. Record trust signals and compete on the on-chain leaderboard

Combining both? Start with either challenge, then layer in the other for a combined submission eligible for prizes from both.

📘 Resources

Strykr is an agent-first market intelligence and execution platform that enables developers, traders, and AI systems to access and act on real-time financial data across all markets.

At its core is PRISM, a canonical asset resolution engine that maps any ticker, symbol, or contract address across crypto, equities, forex, commodities, and more into a single persistent identity. PRISM continuously learns from usage, ensuring new or obscure assets are instantly resolvable.

The platform combines:

• Real-time market data (20+ sources)

• AI-powered signals and analysis

• Execution integrations via deep links (perps, DEXs, brokers)

• A developer-ready API (244 endpoints, sub-100ms latency)

Strykr enables a full workflow from intent → insight → execution, making it possible for both humans and autonomous agents to trade and analyze markets in one unified system.

Access to Technology
The first 500 participants will receive $10 in free API credits (~15K calls), plus access to PRISM’s multi-asset market and signals API. Total credits available: $5,000.

How to get started (2–3 min setup):

1. Sign up at prismapi.ai
2. Redeem code: LABLAB
3. Create your API key (prism_sk_...)
4. Test your key:

curl -H "X-API-Key: YOUR_KEY" https://api.prismapi.ai/resolve/BTC

What you can build:
• Trading agents (signals, risk, technicals)
• Market dashboards (crypto, stocks, ETFs)
• On-chain + DEX analytics
• Prediction/odds-based apps

Key API endpoints:
• /resolve/{asset} → universal asset identity
• /crypto/{symbol}/price → real-time prices
• /signals/{symbol} → AI signals
• /risk/{symbol} → volatility + metrics

Limits: Free tier + credits included - no upgrade needed to start.

📘Resources

• PRISM Documentation+ Dashboard
• PRISM API Documentation
• Strykr AI Market Pulse iOS App
• Strykr.ai Twitter/X

⚠️ Important Notes:

• Credits are provided by PRISM and are subject to their delivery.
• Lablab is not responsible or liable if PRISM does not provide the credits.
• Please note that PRISM is a subscription-based service. If you do not plan to continue using it after the hackathon, remember to cancel your subscription to avoid any charges.

Aerodrome Finance is a decentralized liquidity marketplace designed to power efficient token trading and liquidity coordination on the Base ecosystem. Aerodrome combines automated market making, liquidity incentives, and governance to create a powerful platform where developers and users can launch tokens, create liquidity pools, and coordinate on-chain markets.

With tools like Aerodrome Launcher, builders can easily create and bootstrap new tokens while integrating liquidity and market incentives from day one. This makes Aerodrome a strong foundation for projects that need on-chain trading infrastructure, liquidity coordination, and programmable financial flows.

📘Resources

• Aerodrome Documentation

• Aerodrome GitHub Repositories

• Aerodrome Launcher Overview

Prizes

🏆 Total prize pool: $55,000

🥇1st place – Best Trustless Trading Agent

💰 $10,000 in $SURGE Tokens

• Fast-track into the Trading Capital Program

• Surge launch evaluation

💰 $10,000 in $SURGE Tokens

• Fast-track into the Trading Capital Program

• Surge launch evaluation

🥇1st place – Best Risk-Adjusted Return

💰 $5,000 in $SURGE Tokens

• Trading Capital Program seat

💰 $5,000 in $SURGE Tokens

• Trading Capital Program seat

🥇1st place – Best Validation & Trust Model

💰 $2,500 in $SURGE Tokens

• Mentorship session with ERC-8004 contributors

💰 $2,500 in $SURGE Tokens

• Mentorship session with ERC-8004 contributors

🏆Special Award – Best Yield / Portfolio Agent

💰 $2,500 in $SURGE Tokens (lending/LP optimization)

🏆Special Award – Best Compliance & Risk Guardrails

💰 $2,500 in $SURGE Tokens (limits, circuit breakers, monitoring)

Note

Surge Prize Distribution

• All prizes are distributed in tokens.

• Tokens are vested via Streamflow.

• Token grants exceeding $10,000 are subject to a 12-month linear vesting schedule, with monthly unlocks.

• Token grants below $10,000 are subject to a 6-month linear vesting schedule, with monthly unlocks.

• Tokens are allocated approximately 4 weeks after the event concludes.

• Teams are required to set up and use multi-signature wallets for receiving funds.

• AI agents may also receive token allocations via agent-specific wallets.

🥇1st place - $3,000 in Cash, 1000 Man-Hour credits worth $1500

🥈2nd place - $2,000 in Cash, 500 Man-Hour credits worth $750

🥉3rd place - $1,000 in Cash, 300 Man-Hour credits worth $450

🥇 1st place - $500 in Cash, 100 Man-Hour credits worth $150

Note

Prizes are distributed to winners’ trading and investment accounts.

Profits generated from trading activities are shared with the Surge platform, enabling continued participation beyond the hackathon.

🏆 Kraken rewards

🏆Trading Performance (PnL)

🥇 1st place - 💰$1,800

🥈2nd place - 💰 $750

🥉3rd place - 💰 $450

🥇 1st place - 💰$1,800

🥈2nd place - 💰 $750

🥉3rd place - 💰 $450

🏆Social Engagement

🥇 1st place - 💰$1,200

🥈2nd place - 💰 $500

🥉3rd place - 💰 $300

🥇 1st place - 💰$1,200

🥈2nd place - 💰 $500

🥉3rd place - 💰 $300

Please note: Participation in lablab.ai hackathons is voluntary. Prizes and opportunities depend on eligibility, availability, and third-party sponsors, for whom lablab.ai is not responsible. Hackathon rules, prizes, and terms may change or be canceled at our discretion. Submissions must be original and MIT-compliant. Prize distribution may take up to 90 days.

Full details: Voluntary Participation & Prize Terms

Community & Social Channels

Stay connected with the teams behind the hackathon and follow along for updates, highlights, and future opportunities.

lablab.ai

X - LinkedIn - Facebook - Instagram - YouTube - Twitch - Website

NativelyAI

X - LinkedIn - Website

Surge

X - LinkedIn - Website

What to submit?

📋 Basic Information

• Project Title

• Short Description

• Long Description

• Technology & Category Tags

📸 Cover Image and Presentation

• Cover Image

• Video Presentation

• Slide Presentation

💻 App Hosting & Code Repository

• Public GitHub Repository

• Demo Application Platform

• Application URL

For further details and guidance, please visit Submission Guidelines

lablab.ai

Topic: Hackathon Submissions Process

▶️ Watch Video

Judging Criteria

Application of Technology

How effectively the chosen model(s) are integrated into the solution.

Presentation

The clarity and effectiveness of the project presentation.

Business Value

The impact and practical value, considering how well it fits into business areas.

Originality

The uniqueness & creativity of the solution, highlighting approaches and ability to demonstrate behaviors.

Hackathon Details

Join lablab.ai hackathon and innovate using the latest models in the market. Discover all the relevant details below.

🗓️ Where and when

The start date of the hackathon is mentioned according to the date specified on the hackathon page, cover and schedule. The hackathon will take place on the lablab.ai platform and lablab.ai Discord server.

🦸🏼‍♂️ Who can join?

Everyone is welcome to participate, regardless of previous AI or coding experience! We encourage anyone with a passion for AI or an interest in exploring how it can be used in their field to join.

😅 What about teams?

If you don't have a team, don't worry! You can connect with other participants from all over the world on our dashboard or Discord server. We also recommend checking out our Discord server to find teammates and bounce around ideas. You can join the server here.

🛠️ How to participate

The hackathon will take place online on lablab.ai platform and lablab.ai Discord Server. Please register for both in order to participate. To participate click the "Enroll" button at the bottom of the page and read our Hackathon Guidelines and Getting Started Guide.

🧠 Get prepared / Use Lablab.ai to Learn About AI

To get ready for the hackathon, visit our AI Tech pages and read up on all the available technologies. You can also check out our tutorials page for more information on how to use them. Get a head start on your project by using the resources on lablab.ai!

Speakers, Mentors & Judges

Pawel Czech

CEO

Gautham Popuri

AI Product Manager

Mallika Rao

Engineering Lead-Netflix, Walmart, Twitter

Neha Manjunath

Senior Research Scientist

Dharmendra Singh

Senior Software Engineering Manager

Andrea Marazzi

Founder & CCO

Rahul Gupta

Head of AI Foundry

Sanem Avcil

AI & Blockchain Advisor

Suneeth Maraboina

Technology Leader

Vishal Paul

Senior Software Engineer, Core Platforms Team

Lorenzo Capone

Head of Regional Growth, Southern Europe

Banani Mohapatra

Senior Manager, Data Science

Japjit Singh

Applied AI Product Lead

Vasu Raj Jain

Senior Software Engineer

Bhavnish Walia

Sr. Risk Manager AI/ML

Aanjanaye Kajaria

Founder & CEO

Shaktesh Pandey

AI Engineer | GenAI Systems | RAG Architect | LLMOps

Mahati Kumar

Software Engineer

Pawel Czech

CEO

Gautham Popuri

AI Product Manager

Mallika Rao

Engineering Lead-Netflix, Walmart, Twitter

Neha Manjunath

Senior Research Scientist

Andrea Marazzi

Founder & CCO

Rahul Gupta

Head of AI Foundry

Sanem Avcil

AI & Blockchain Advisor

Suneeth Maraboina

Technology Leader

Lorenzo Capone

Head of Regional Growth, Southern Europe

Banani Mohapatra

Senior Manager, Data Science

Japjit Singh

Applied AI Product Lead

Vasu Raj Jain

Senior Software Engineer

Bhavnish Walia

Sr. Risk Manager AI/ML

Aanjanaye Kajaria

Founder & CEO

Shaktesh Pandey

AI Engineer | GenAI Systems | RAG Architect | LLMOps

Vishal Paul

Senior Software Engineer, Core Platforms Team

Mahati Kumar

Software Engineer

Pawel Czech

Co-Founder

Andrea Marazzi

CCO

Pawel Czech

Founder

Victoria Neiman

Co-founder & COO

Sergey Nuzhnyy

Head of Developer Relations

Sergey Nuzhnyy

Head of Developer Relations

Addy Crezee

Founder & CEO

Sergey Nuzhnyy

Head of Developer Relations

Junnan Li

Research Lead

Gus Martins

Staff Developer Relations Engineer

Philippe Brulé

CTO

Pawel Czech

Co-Founder

Andrea Marazzi

CCO

Andrea Marazzi

Founder and CCO

Event Schedule

To be announced

Winner Submissions 🏆

Vertex Sentinel

Open-source, fail-closed security layer for AI trading agents. EIP-712 signed intents verified on-chain by RiskRouter smart contracts with circuit breakers - no private key delegation required.

Vertex Sentinel

Gemini AIGemini 3 FlashVercel+2

JudyAI WaveRider — AI Trading Agent

J team

Gemini AIAntigravityCodex

Vartovii Sentinel-8004

ARIA - A Fully Trustless Agent with ERC-8004

0TruXt

Anthropic ClaudeClaude CodeGrok

AI Trading Agents Harness by Swiftward

Swiftward

Claude CodeRedisOpenAI+1

Submitted concepts, prototypes and pitches

Submissions from the teams participating in the AI Trading Agents event and making it to the end 👊

AURORA AI

AURORA AI is an autonomous, risk-aware trading system that predicts, decides, executes, and verifies trades in real time using ML agents, strict risk controls, and on-chain validation for transparent, explainable finance.

AURORA-AI

AI/ML APIAnthropic ClaudeAntigravity+3

RevereTrade

AI trading agent on Base Sepolia: Gemini natural-language control, Kraken execution, ERC-8004 identity, RiskRouter and vault limits—Next.js dashboard plus NestJS API for verifiable agentic commerce.

Kory_Is_Cat

AI/ML APICircleGemini AI

PolicyMint

Policy-protected autonomous trading agent with provable risk controls. Enforces spend caps, venue allowlists, and daily loss budgets via EIP-712 signed validation artifacts on every trade intent.

Code Crafter

AgentOps

Guardian Trader

Guardian Trader is a risk-first autonomous trading agent that protects capital and enforces strict, transparent decision-making.

Guardian Devs

Anthropic ClaudeAntigravityCodex+3

Sentinel

Sentinel is an ERC-8004 trading agent that makes autonomous decisions verifiable through signed cryptographic checkpoints and on-chain attestations. Every trade, veto, and halt is independently inspectable.

QuantNet

Codex

Trench terminal

Trench terminal is an agent native application that allows Ai POWERED agents to communicate, coordinate full on chain trading, fully transparent blockchain token positions of each agent. One click creation and set up, pro-non-technical users

Supermolt

Kraken Trading Agent

Kraken AI Trading Agent is a research-driven crypto trading system that continuously backtests pair-specific strategies, promotes validated candidates into a live trading registry, and runs an intraday execution loop with built-in risk controls.

JJL

Anthropic ClaudeCodexn8n

Striker AI Agent Trader

Autonomous ERC-8004 AI agent using Intel TDX for secure, verifiable Delta-Neutral trading on Base.

TheSpanishDevs

MenoDAO

MenoDAO is a decentralized, AI-powered dental micro-insurance Chama. We provide instant AI triage and frictionless WhatsApp payouts for the unbanked.

MenoDAO

AI/ML APIAnthropic ClaudeCodex

Quasar

A trustless trading agent that classifies market regimes, learns from its own decisions via LSTM, and enforces every trade through EIP-712 signed smart contract risk controls. Every decision is verifiable. Nothing is a black box.

Noble

ChatGPTClaude CodeGPT 4o

CHORUS — Multi-Agent AI Trading Senate

CHORUS deploys a committee of 5 specialized AI agents that vote before every crypto trade. Every vote, veto, and decision is cryptographically signed and logged permanently on-chain via ERC-8004 identity and reputation contracts.

0xDev

APEX Trading System

Adaptive Portfolio Execution with Cross-agent Expertise combines structured agent debate, deterministic risk controls, Kraken paper execution, and ERC-8004 on-chain validation artifacts.

hyrx

CodexAntigravityGrok+3

RSoft ASI Trader & Sentiment Agent

Autonomous AI trading agent powered by an on-chain sentiment index (ASI). RSoft Trader executes trades via ERC-8004 validated pipelines. RSoft Sentiment reads agent behavior on-chain to generate trust-minimized market signals.

RSoft Latam

Anthropic ClaudeClaude CodeLangChain+2

PlamyraAI trade agent for surge hackathon

PalmyraAI – Autonomous ERC‑8004 trading agent with a 6‑agent AI council, real‑time market data, on‑chain risk management, and TP/SL monitoring. Written in Java + Python, uses Redis for open positions, deployed on Sepolia.

Palmyra AI

Gemini AILlama 3DeepSeek V3

Meridian

A multi strategy Autonomous AI crypto trading agent with risk control.

Meridian

AgentOpsAnthropic ClaudeAuto-GPT+5

QuantTrade Lite

QuantTrader Lite is an autonomous AI trading agent that analyzes live crypto market data and executes BUY / SELL / HOLD decisions in real time using Groq-powered Llama 3.

Aptiva AI

StreamlitAWS SageMakerDALL·E Image Generation API+1

PakAI Capital – Autonomous Trading System

PakAI Capital is an AI-assisted trading system that analyzes real-time market data, sentiment signals, and technical indicators to generate trading decisions and execute them programmatically using Kraken CLI.

PSX Traders

VercelAI/ML API

Kraken Meta-Agent Trading System

A regime-aware autonomous trading architecture that separates execution from model evolution, using a meta-agent to continuously refine allocation strategies while maintaining stable, risk-controlled market interaction.

alpha_seaker

CodexGPT-5

RuthAgent: Research-Backed AI Crypto Trader

Autonomous AI trading agent using Groq LLM (llama-3.3-70b) for risk-first decision making, Kraken CLI for paper trading, and ERC-8004 for on-chain identity, validation attestations, and cross-agent reputation on Sepolia testnet.

TheRock

Groq

ARIA - A Fully Trustless Agent with ERC-8004

0TruXt

Anthropic ClaudeClaude CodeGrok

HIVEMIND — Multi-Brain Trading Council

AI trading agent with 4 LLM brains (Gemini, News , PRISM, Rules Engine) voting on every trade. EIP-712 signed decisions posted on-chain via ERC-8004. Orchestrated by Claude Code. Live dashboard with 7-section trade rationale for full explainability.

HIVEMIND

AI/ML APIClaude CodeGemini AI

Alpha Sentinel v1 (Agent 23) for Financial Safety

An autonomous, ERC-8004-native AI hedge fund featuring a 'Triple-Lock' safety engine. It validates TradeIntents against compliance and risk limits, signs via EIP-712, and produces verifiable on-chain checkpoints for absolute transparency and trust.

CryptoMBAs

Claude CodeGemini 3 proStreamlit+1

TreasuryShield

An AI-powered treasury agent that generates trade decisions, enforces policy-based risk checks, and produces auditable execution artifacts before any trade is executed.

TreasuryShield

AntigravityChatGPTCodex+2

AgenticTradeX

A production-ready multi-agent AI trading system that uses Kraken CLI for market data, 8 ensemble trading strategies with genetic algorithm evolution, enterprise-grade risk management on-chain execution with x402 agent micropayments.

Agentic Builders

ElevenLabs

Trustless Trading Agent with risk check & patterns

An autonomous AI trading agent that uses PRISM API for real-time market data, makes AI-powered decisions, cryptographically signs every action via ERC-8004, and executes trades through Kraken CLI. Fully transparent and trustless. Trustless Trading Agent .

AI warriors

AgentOpsAI/ML APIAI Studio+3

ABSOLUTEGO

A secure, multi-tenant ETH trading engine that leverages Hermes-3 reasoning and local resonance math to execute institutional-grade strategies for individual subscribers with zero-knowledge security.

ABSOLUTEGO

Gemini 3 pro

TrustTrade - Autonomous Kraken Trading Agent

Trend-following trading agent using Kraken CLI + EMA/RSI/MACD strategy v3 with deterministic Risk Firewall. Every trade is EIP-712 signed, submitted to RiskRouter, and checkpointed on Ethereum Sepolia via ERC-8004. Agent ID #78, validation score 99.

BezimeniIT

Anthropic ClaudeGemini 3 proCodex+2

Forge8004

Forge8004 is an ERC-8004 trust layer for autonomous DeFi trading agents on Base. It gives every AI agent a verifiable on-chain identity, validates trade intents through risk checks, and builds transparent reputation from real performance data.

Quantum Builders

Claude CodeVercelGroq

Quantik

7 autonomous AI agents decompose every trade into adversarially validated reasoning stages. Not a bot — a full AI quant firm. Parallel intelligence, sequential synthesis, stress-tested execution on Kraken. Zero humans. Your trading company never sleeps.

Quantik

My FlashDeal Star: Voice-First Agentic Economy Hub

Talk. Pay. Done. A cutting-edge conversational AI ecosystem that revolutionizes financial transactions and smart control through voice-activated biometric agents and a high-fidelity "Star" interface.

FlashDeal

AI StudioAssistants APIAudioCraft+4

Mystery AI Inc. – AI Trading Agent

This project pairs a multi-agent AI trading pipeline (analysis, execution, and independent risk review with confidence level) with ERC-8004 on-chain identity and contract-enforced checks and Kraken execution.

Ctrl-Alt-Elite

AI/ML API

NeuralTrade v1.01

NeuralTrade v1.01 is an AI-powered trading agent that leverages deep learning and modular workflows to analyze markets, optimize strategies, and execute trades with adaptive intelligence for finance automation.

Nightreign Catalyst

ReplitOpenAIOpenGPTs+3

market intelligence

Multi-agent AI trading system with on-chain signed decisions, ERC-8004 identity, per-tick checkpoints, and hard-coded risk rules — making every AI trade fully auditable and transparent.

ai addict

LangChainFetch.aiFineTuner.ai

VeriShield

VeriShield-8004 is a self-auditing protection layer for autonomous AI trading. It forces the AI to expose its 5-step reasoning process and cryptographically sign an EIP-712 safety proof before executing trades on-chain or via the Kraken CLI.

KrakenCode

Codex

TradeAgents

An automated AI-powered trading system designed to analyze market data, generate trading signals, and execute trades using configurable strategies.

TradeAgents

AI/ML APIOpenAIChatGPT+1

NovaAI

NovaAI is an autonomous AI trading agent with verifiable trust.

NovaAI

ChatGPT

AI Trading Agents Harness by Swiftward

Swiftward

Claude CodeRedisOpenAI+1

NEXUS AI trading agent

NEXUS is an autonomous AI trading agent with ERC-8004 identity, DEX execution, PRISM market signals, Groq reasoning, and verifiable EIP-712 checkpoints, built for transparent, risk-aware, trustless financial automation.

Clau de coupe

ChatGPTCodexLlama 4+1

Order Block detector with LLM advice

First, it analyses previous candles, detect potential Order Block, if there'not yet, it runs, with kraken price actions instantaneous retrievial. Once an entry found, ask for LLM expertise, and conclude.

Mandimby Hasina Mahera

CodexDeepSeek V3IBM

AlphaForge

AlphaForge — PRISM signals, LLM decisions, Kraken CLI exec, ERC-8004 identity (Sepolia).

SentinelAI

OpenAI

ProofTrade

Autonomous multi-agent crypto trading system that executes on Kraken CLI and logs every decision as a cryptographically signed on-chain proof via ERC-8004. Built with Claude API, PRISM, and a 5-layer Bull/Bear debate architecture.

ProofTrade

Anthropic ClaudeClaude CodeGPT-4

Sybil

Sybil is an ERC-8004 trading agent built with Rust orchestration and Solidity contracts. It ingests PRISM market signals, applies guardrails, signs EIP-712 intents, executes through backends, and reports on-chain outcomes for transparent evaluation.

Sybil

CodexVercel

CryptoMind AI

An autonomous AI-powered crypto trading agent that uses Kraken CLI for market data, calculates RSI/MACD/Bollinger Bands indicators, and leverages Groq LLaMA 3.3 70B to make intelligent BUY/SELL/HOLD decisions — executing trades automatically 24/7.

CryptoMind AI

GroqClaude CodeLlama 3

STARK AI: Verifiable Autonomous Trading Terminal

Building verifiable, trustless AI agents that trade with transparency — every decision logged, every risk bounded, and every intent cryptographically signed on-chain using the ERC-8004 shared identity infrastructure.

Stark AI

AntigravityGrokGemini 3 pro

KarmaForge Swarm - Self-Evolving AI Agent

Self-evolving AI trading agent that uses its live ERC-8004 reputation score as "karma" to dynamically evolve its own rules every 4 hours. Fully autonomous and on-chain verifiable.

KarmaForge Swarm

Trace — AI Trading Agent

Chain-verifiable AI trading agent built on ERC-8004. Every trade is EIP-712 signed, Chain-of-Thought logged, and permanently recorded on-chain — making AI trading transparent and auditable. Backtest: ETH +23.8% (Sharpe 83.9).

Sharp Logic / Blurry Minds

AntigravityAnthropic Claude

Nexus Guardian 8004

Autonomous trustless AI agent on ERC-8004 with EIP-712 security and risk protection.

Nexus Guardian 8004

AlpacaAgentOpsVercel+2

Multi-agent AI trading platform

Multi-agent AI trading platform combining ERC-8004 trust layer with Kraken CLI execution. Agents analyze markets, validate risk, and autonomously execute trades with full transparency, reputation scoring, and audit trails.

VaultPilot AI

Generative AgentsGemini 3 pro

Actura

Actura is an ERC-8004 autonomous trading agent that executes only governance-approved trades, enforces on-chain risk controls, and publishes auditable decision artifacts with trust scoring that dynamically governs capital rights

Sovereign AI Lab

Anthropic ClaudeGemini 3 proOpenAI+2

Alpha_AgentX

Alpha AgentX is an AI-powered multi-asset crypto trading intelligence platform that combines technical analysis, real-time sentiment scoring, portfolio-aware risk controls, and autonomous trade execution to deliver explainable BUY/SELL/HOLD decisions.

Alpha AgentX

Assistants APIStreamlitAI/ML API

TrustTrade AI: Verifiable Autonomous Trading Agent

An AI-powered trading agent that executes on-chain strategies with verifiable trust. It explains every decision, enforces risk controls, and builds reputation using ERC-8004 through transparent, auditable financial actions.

HackGPT

AI/ML APIAntigravityChroma+2

AI Trading Agents

Autonomous 5-agent crypto trading system with real-time market analysis, risk management, news sentiment analysis and Kraken CLI execution powered by Gemini 2.5 Flash AI.

AI Trading Agents

Gemini AIChatGPTAI Studio

Praxis - Regime-Adaptive Crypto Trading Agent

Regime-adaptive multi-agent crypto trading system with dual execution (Kraken paper trades + on-chain ERC-8004 TradeIntents), a hierarchical risk governor, and a 24-page methodology paper validated on 12 years of BTC/ETH data.

aegis-agent

ChatGPTGPT-5Vercel

LineaAi - AI Trading Agent with On-Chain Identity

A complete AI trading agent with ERC-8004 on-chain identity, automated futures trading via Kraken API, cryptographic explainability through EIP-712 checkpoints, and dynamic token discovery for profitable opportunities.

Linea

Groq

OMEGA: Quantum AI Trading Monolith

A production-ready, fail-fast AI trading orchestrator that fuses 5 distinct open-source repositories to create a highly secure, defensively-coded multi-agent gateway for algorithmic finance and data telemetry.

Marine analytics

Schedio

Fuses PRISM market signals with Claude as final decision-maker, executes on Kraken, anchors trades to an ERC-8004 identity via EIP-712 Arweave receipt chains. Independent validator audits the chain on-chain. Circuit breakers + Discord approval.

Schedio

Claude CodeAnthropic ClaudeAI/ML API+1

LazyTrader AI

LazyTrader AI is a minimalist web app for crypto beginners. It analyzes the 7-day Bitcoin trend and uses Gemini AI to execute virtual paper trading decisions (Buy/Sell/Hold) automatically.

Epitech Team

Gemini 3 Flash

NEXUS BOT- NEURAL EXCHANGE UNIFIED STRATEGY

Self-improving multi-agent crypto trading system with 4 specialized agents (momentum, sentiment, risk, mean-reversion) that vote on trades. Agent reputation updates via PnL feedback loop. PRISM API + Kraken execution + on-chain verification.

AI-AGENT

APEX Trader Autonomous Multi-Agent Trading System

APEX Trader is a self-learning autonomous trading system powered by 5 specialized AI agents — Fundamental, Technical, Sentiment, Risk, and Backtester — that collaboratively analyze crypto markets, reach consensus, reasoning transparency dashboard.

APEX-TRADER

AI/ML APIAnthropic ClaudeClaude Code+3

ForgeClaw x Kraken Autonomous Crypto Trading Agent

A self-composing AI trading agent that executes RSI/VWAP strategies via Kraken CLI MCP, orchestrated by Temporal with ERC-8004 payment gating, Redpanda event streaming, and a Kraken Pro-styled live dashboard.

Adaboost

AgentOpsAnthropic ClaudeClaude Code+4

FluxAgent

An autonomous BTC/USD trading agent powered by a dual-LLM ensemble with on-chain cryptographic proof. Every trade decision is EIP-712 signed, risk-gated by smart contracts on Ethereum Sepolia, and backed by a portable on-chain reputation system.

BuyHighSellLow

AI/ML APIAntigravityGemini AI+2

GabutTrade.AI

AI-powered trading simulation platform that enables users to test, analyze, and optimize strategies in a risk-free environment using intelligent agents and real-time or historical market data.

Grup Gabut

AI/ML APIGemini AI

ProofTrader

ProofTrader is an autonomous crypto trading agent built on Kraken CLI that combines AI-assisted strategy evaluation, backend risk controls, hosted paper execution, and live dashboard visibility for more transparent trading workflows.

ISJ Quant

GPT 4o

HdoanhARCjoin

tôi đến từ VietNam xinh đẹp và kiếm đô la về cho tổ quốc :))

ArcHdoanh7

AI21 LabsAI Studio

Ice Cream

A platform for users to build no-code AI trading agents that trade crypto 24/7 on the blockchain

Ice Cream

AI/ML APIAnthropic ClaudeAntigravity+6

Macro-Sentry

Macro‑Sentry runs a full pipeline. First, it gathers macro and crypto signals. Then an LLM produces a strict JSON decision—BUY, SELL, or HOLD—along with a position size and reasoning. Next, the backend executes the trade via Kraken CLI.

Blah Blah

Llama 3.2

Sinabro AI Trading Agent

Autonomous BTC trading agent with ERC-8004 on-chain identity, 7-indicator voting system, Q-Learning, and DCA/Pyramid strategy. Deployed on Ethereum Sepolia testnet.

Sinabro Labs

DeepSeek V3Anthropic Claude

Apex - Self Certifying Yield Optimizer

APEX is a four-agent DeFi trading system that discovers opportunities, sizes positions, enforces risk limits, and executes real trades with on-chain reputation, live PnL, and autonomous monitoring across Kraken, Surge, and Base Sepolia for demos and docs

Peak Protocol

GroqkiroLlama 3.1+4

QuantAgent: Verifiable & Risk-Aware AI Trading

QuantAgent is a modular AI trading framework featuring a unique 3-role architecture (Signal, Strategy, Execution). It prioritizes transparency through a real-time "Trust Panel," momentum-based safety filters, and verifiable decision logging.

Cache Money

ChatGPTCrewAICursor+3

AI Trading Agent

Autonomous AI trading agent ranked #7 on ERC-8004 leaderboard with 97 validation score and 97 reputation. Built solo in 1.5 days. 400+ on-chain trades executed.

Syncron Ai

HedgeFlow

HedgeFlow is a trust-minimized correlation-arbitrage agent that detects cross-asset dislocations, uses LLM-guided market-neutral execution, signs EIP-712 intents for on-chain routing, and tracks settlement PnL with reputation-aware risk controls.

NinjaHatori

VercelAnthropic Claude

Autonomous AI Trading Agent with Swarm Logic

Multi-strategy AI agent blending technical analysis (RSI/Bollinger), momentum, and mean reversion for autonomous crypto trading with Kraken CLI integration and real-time portfolio monitoring.

XIV Trading

Assistants APIOpenGPTsGemini AI+1

DeFi Guardian: Decentralized Risk Sentry

An autonomous risk-management agent for institutional capital. It ingests PRISM AI market sentiment and executes trustless, EIP-712 bounds and non-custodial risk circuit breakers natively across the Surge Hackathon Vault.

greenMountainHackers

Kraken AI Agent

sophisticated autonomous trading agent built for the Kraken Challenge that combines real-time market data analysis with GPT-5.2 AI intelligence. Features include live cryptocurrency price tracking (BTC, ETH, SOL, AVAX, MATIC).

LoneWolfX

Custom GPTsOpenGPTsGemini AI+2

SentinelAI Trading Agent

SentinelTrade is a self-defending AI trading agent that autonomously executes trades while enforcing on-chain risk controls reputation-based scaling, and trustless validation. It ensures secure transparent, and adaptive trading without human intervention

IbxLab

Anthropic ClaudeAntigravityChatGPT+3

InsiderEdge

InsiderEdge is an autonomous AI crypto trading agent . Uses Groq LLaMA 70B + RSI/MACD signals to trade BTC/ETH/SOL. Features circuit breaker, stop loss, take profit, and ERC-8004 on-chain verification as Agent ID 33. 530+ autonomous decisions logged.

Dhurandhar

GroqClaude Code

InnovAgent

An autonomous AI agent that performs risk-aware crypto trading on Kraken using real-time market sentiment and technical analysis. Built with a reactive backend for instant dashboard updates and low-latency Groq LLM reasoning.

Itnnovator

Vertex Sentinel

Open-source, fail-closed security layer for AI trading agents. EIP-712 signed intents verified on-chain by RiskRouter smart contracts with circuit breakers - no private key delegation required.

Vertex Sentinel

Gemini AIGemini 3 FlashVercel+2

VeriKraken AI

VeriKraken AI is a trust-aware trading agent using Kraken-style execution and ERC-8004-style validation artifacts, with risk guardrails (position cap, cooldown, drawdown-aware behavior) and verifiable decision logs.

VeriKraken Labs

OpenAI

Wisdom Pivot: AI Trading with Math Guardrails

An institutional-grade AI crypto trading agent. It bridges LLM cognitive intelligence with a deterministic math risk engine to prevent AI hallucinations and protect live capital, solving the lab-to-live gap with CI/CD deployment.

PivotQuant Labs

AI/ML APIAWSOpenAI

Triumvirate — Multi-Agent AI Trading System

Three AI agents (Analyst, Risk Guardian, Executor) collaborate via 3-way LLM consensus to trade crypto on Kraken, with ERC-8004 on-chain identity, reputation, and validation checkpoints.

Triumvirate

Claude CodeGemini AI

Risk Guard - AI Trading Risk Agent

This is a trading agent on Kraken CLI. A 5-guard engine (drawdown, ATR volatility, RSI, spread, cooldown) gates every trade. Claude AI decides buy/sell/hold within risk limits. Drawdown gauge and guard breakdown in a Ratatui terminal dashboard.

TwigaDEvs

StreamlitAssistants APIGroq

YieldMind

YieldMind is a delta-neutral LP agent hedging Aerodrome pools via Kraken CLI. Driven by ERC-8004 & EIP-712, it ensures on-chain trust and kills impermanent loss with verifiable, digital audit trails.

Guerrero

Gemini 3 pro

KrakenSense: AI Trading Agent on Kraken CLI

Autonomous Python agent for BTC/USD & ETH/USD: Kraken CLI for data & execution, multi-strategy AI (RSI/MACD/Bollinger + regime voting), confidence & explanations, risk limits, JSON audit logs, Streamlit + Plotly dashboard.

nexus

ZKSentinel

ZKSentinel is an autonomous AI trading agent utilizing volume-confirmed momentum and ERC-8004 artifacts. It features a built-in circuit breaker, volatility guards, and verifiable trade intents to ensure secure, transparent, and risk-managed DeFi.

claw

CodexGemini 3 proLangChain

CrossMind: Red-Teamed Capital Protection Agent

Capital protection agent that proves when refusing to trade saves money. 28x PPA: $14,700 shielded across 11 crash scenarios. 66 refusals. 100% precision. On-chain.

CrossMind

Opus

ATLAS AI TRADING AGENT

A trustless, multi-agent intelligence layer for high-fidelity trading decisions combining Lang Graph consensus, ERC-8004 identity on Base Spolia, and Kraken CLI execution.

atlas

Gemini AIAI/ML APIGroq+6

AlphaTrading

A trustless trading agent powered by DeepSeek, executing Binance-informed strategies via ERC-8004.

Pygmalion

trade2rich

AI makes trades within a 4-hour to 1-day time window based on order flow indicators.

trade2rich

OpenGPTs

TrustTrade AI — Multi-Agent Crypto Trading System

A 5-agent autonomous crypto trading system combining technical + fundamental analysis, multi-layer risk management, Kraken CLI execution, and ERC-8004 on-chain validation for trustless, verifiable AI trading decisions.

vibecat

Gemini AIAssistants APIOpenGPTs+8

Living Swarm

Living Swarm is the first autonomous multi-agent system to solve all four open infrastructure problems for AI agents — payment transparency, sovereign identity, cooperative enforcement, and private cognition — simultaneously, in production, on Ethereum.

Living Swarm

QuantTrader

QuantTrader is an XAI trading mentor that separates deterministic signal logic from LLM reasoning. It explains why every trade is made, with a 2% risk cap and 3-loss circuit breaker built in. No black boxes. No blind execution.

QuantTrader

GroqLLaMALlama 3+1

Proof-of-Trust Trading Agent

AI trading agent that proves every decision on-chain. Rust + 3 Solidity contracts + SvelteKit dashboard. ERC-8004 identity, EIP-712 signed intents, 10 risk controls, IPFS audit trail. Paper/live trading via Kraken CLI.

Proof-of-Trust

Gemini AIAnthropic Claude

Ghostchain AI+SafeFi OMEGA

A sovereign AI entity (Auth ID: 287F-930E) that prevents "Neural Drift" by gating trading logic through Rack #3 thermal sensors (58.7°C). It leverages the x402 protocol for machine-native payments and the Kraken CLI for trustless DeFi execution.

Ghostchain AI

Assistants APIOpenGPTsCustom GPTs+14

JudyAI WaveRider — AI Trading Agent

J team

APEX Trading Intelligence

APEX — Autonomous Predictive Exchange Organism

APEX: 8-agent AI trading organism. Every trade EIP-712 signed, ERC-8004 validated, on-chain forever. 2,000. Sharpe 1.84. Kraken live data. Trustless by design, not by promise.

LangChainCrewAIOpenAI+3

AgentSwap — ERC-8004 Liquidity Agent

Trustless AI agent that autonomously rebalances Uniswap V3 liquidity using ERC-8004 on-chain limit orders — no custodial keys, permissionless yield optimization with Chainlink price feeds.

EvoMind

LangChainOpenAI

AI Trading Agent with Kraken CLI + ERC-8004

Autonomous AI trading agent executing 1600+ paper trades via Kraken CLI using ensemble ML strategy (MA + RSI + Momentum) with ERC-8004 trust layer integration.

Bashman

Assistants APIAI/ML APISolo Tech+5

aegis ai

Aegis AI is an auditable, trustless AI trading agent that autonomously analyzes market data, executes trades, manages risk, and records decisions on-chain.

aegisAi

AI/ML APIAgentOps

Staxo Trading Agent

Self-tuning autonomous trading agent powered by AI. Uses Kraken CLI for programmatic execution with adaptive strategy selection, multi-timeframe analysis, dynamic risk management, and real-time Telegram alerts. Part of the Staxo ecosystem.

Staxo Labs