Swarm AI Labs

Trade anything.
Right from Telegram.AI trading agent with a wallet that just works.

Near Intents + SwapKitHyperliquidPolymarketTurnkey MPC

The problem

Crypto trading is fragmented across
apps, wallets, and interfaces

5 apps to trade

Swaps on one DEX. Perps on another. Prediction markets on a third. Research on two more. Each with its own UX, auth, and signing flow.

Seed phrases are a liability

Browser extensions, hardware wallets, 24-word backups. One mistake and funds are gone. Users are their own sysadmins.

Bots exist, but they're rigid

Telegram trading bots like BananaGun take typed commands with exact syntax. One typo, nothing happens. No reasoning, no context, no conversation.

The solution

One AI agent. One wallet.
Every venue. In your Telegram.

You describe what you want in plain language. The agent interprets your intent, quotes across venues, asks for confirmation, and executes — signed by a wallet keyed to your Telegram ID and email.

No seed phrase. No browser extension. No switching apps. Chat is the primary surface; a companion mini-app and PWA show balances, P&L, and positions.

@sparkling_bot
you
what's NEAR doing this week?
agent
NEAR +8.4% over 7d, trading at $5.82. Volume up around the new mini-apps launch. Source: CoinGecko.
you
swap 100 USDC to NEAR
agent
Near Intents: 100 USDC → 17.15 NEAR (0.22% slip, $0.18 fee). Confirm?
you
confirm
agent
Done. You hold 17.15 NEAR. Balance: 900 USDC + 17.15 NEAR.

User journey

From zero to first trade in under two minutes

1Landsparkl.ing → "Open in Telegram"
2OnboardEmail OTP → wallet created (30s)
3DepositTON Connect / WalletConnect / QR
4Chat"Swap 100 USDC to NEAR"
5ConfirmQuote → one tap → signed
6DoneBalance updated. Open app.

Supported: USDC · USDT · BTC · ETH · NEAR · TON · SOL

The wallet

No seeds. No extensions.
Telegram is your key.

Semi-custodial. Keys live in Turnkey's secure enclave (TEE). Your Telegram ID + email authorize every signature. No seed phrase is ever surfaced.

Three deposit railsTON Connect (Telegram) · WalletConnect (PWA) · manual QR
Safety rails$500/trade cap · 10 swaps/hr · always-confirm · emergency pause
Address memoryLast deposit-origin auto-fills withdrawal address
Signing flow
You
↓ Telegram ID + email OTP
Turnkey TEE
↓ MPC sign
Near
Polygon
Arbitrum
TON
Policy enforcement at every level
agent guards
+
harness limits
+
Turnkey policies

Verticals

One wallet. Four on-chain verticals.

Swaps

Cross-chain token exchange via intent-based solvers and aggregators.

Near IntentsSwapKit

Prediction markets

Binary outcome contracts on real-world events.

PolymarketKalshi

Perpetuals

Leveraged positions without expiry, AI-assisted sizing.

HyperliquidAsterLighter

Research

Market data, on-chain metrics, analysis — then hand off to trade.

CoinMarketCapCoinGecko

Every vertical routes through the same Turnkey wallet. One sign, any venue.

Surfaces

Chat where you trade.
App where you watch.

Telegram chat — primary

Research, swap, bet, trade, withdraw. Conversational.

swap 50 USDC to NEAR
Near Intents: 50 → 8.58 NEAR (0.2%). Confirm?
confirm
Done. 450 USDC + 8.58 NEAR

TMA + PWA — companion

Balances, P&L, positions, deposit/withdraw.

Portfolio
$12,437
24h P&L
+$284
Positions
HYPE 2x · BTC-PERP 3x · YES Fed-Jun

Deposits and withdrawals work in both surfaces.

Architecture

Built to ship fast. Scale later.

User layer
Telegram bot
←→
TMA / PWA
Backend (DigitalOcean)
Python / FastAPI
Agent core
Tool registry
Integrations
Turnkey
Near Intents
SwapKit
Hyperliquid
CMC / CG
State
MongoDB
Redis
Centrifugo
DigitalOceanCloudflare DNS + PagesPostHog CloudSentryAxiom1Password

LLM is pluggable: OpenAI nano (default), with adapters for Kimi, MiniMax, and other fast alternatives.

Timing

Three converging narratives. One product.

20%
AI × Crypto
Top narrative Q1 2026
11%
Perp DEXs
#4 by weight
6%
Prediction markets
#8 by weight
SignalNumber
Telegram MAU950M — largest crypto-native distribution channel
Perp DEX market share1% → 26% of global perps (2024 → Q1 2026)
Existing user pipeline100K+ tg_ids from Blum, ready for seeding

Source: web3-narratives-2026, perp-dex-research

Roadmap

Alpha → v1 → v2 in eight weeks

Alpha — 4 weeks

Prove the loop

Near Intents + SwapKit swaps · 3 deposit rails · chat-to-trade · research intent · public at sparkl.ing

v1 — +2 weeks

Add depth

Hyperliquid perps · Polymarket · agent memory stack · fiat on-ramp

v2 — +2 weeks

Scale out

PWA · Kalshi · Aster + Lighter · Cloudflare edge agents · multi-agent

sparkl.ing

Swarm AI Labs · github.com/Swarm-AI-Labs