Fast AI Market Analysis
Structured, low-latency analysis with memory, ensemble voting, and confidence calibration. Compare views across OpenAI, Claude, Gemini, DeepSeek, Grok and more.
Self-hosted · Durable workers · AI agent ready — v5.0.1 released
Your private AI quant operating system.
Research markets, generate Python strategies, backtest ideas, and run live trading workflows — on infrastructure you fully control. One stack for AI analysis, charting, strategy code, backtests, quick trade, and live operations.
Now on mobile
Use the mobile web app, or install the native Android build.
ai.quantdinger.com / dashboard
QuantDinger
Dashboard
Trading Bots
AI Analysis
Backtest
Portfolio
Settings
Equity
$ 48,231.05
+ 3.42%
24h PnL
+ $ 1,605.22
+ 3.44%
Win rate
64.8%
30d
Active bots
12
+ 2 today
StrategyMarketModePnLStatus
Grid ETH/USDT — Neutral
Crypto · SwapLive
+ 842.10
● running
DCA BTC/USDT — Accum.
Crypto · SpotSignal
+ 312.66
● running
Martingale SOL/USDT
Crypto · SwapLive
− 58.40
● running
Trend AAPL
US Stocks · IBKRSignal
+ 206.15
● running
15+
Crypto · stocks · forex & more
6
LLM providers
4
Built-in bot strategies
100%
Self-hosted, your data
Platform
One stack. Every edge you need.
Research to execution in one product — AI analysis, charting, strategy code, backtests, quick trade, and live operations connected from day one.
Strategy API V2
Write one Python strategy contract for backtests and live execution. initialize(context) owns the universe, subscriptions, warmup and benchmark; lifecycle callbacks emit explicit, auditable order intents.
Deterministic Backtesting
Server-side backtests share the Strategy API V2 manifest, time semantics, sizing, risk controls and order intent model used by live deployments. Every run retains its code and configuration snapshot.
Autonomous Trading Bots
Grid, Martingale, Trend Following and DCA out of the box. Execution-aware, restart-resilient, with signal or fully-live execution modes.
Self-Hosted by Design
One Docker Compose stack brings up separate API, trading, scheduler, Celery and migration roles. Your keys, strategies, AI history and trades remain on infrastructure you control.
Operator-Ready
PostgreSQL commands, renewable leases, heartbeats and fencing tokens protect durable execution. Optional Prometheus, Grafana and Alertmanager add production visibility.
Who it's for
Built for everyone running real strategies.
Whether you trade solo, run a quant team, build a product, or operate a fund — QuantDinger is shaped for the way you actually work.
AI-assisted individual traders
Solo traders and quant enthusiasts who want AI, charting, backtests and bots in one workspace — instead of juggling 5 tools.
Quant research teams
Teams that want a unified toolchain — data ingestion, strategy code, backtests, live execution, and a shared history of experiments.
Python strategy developers
Developers who want a fast path from Python idea → backtest → live execution, with a documented SDK and clear extension points.
Privacy-first teams
Research desks and operators that cannot send keys, alpha, or trading history to a hosted SaaS. Everything stays inside your infra.
Fintech & AI-trading startups
Founders who need users, billing, credits, OAuth and payments in the stack from day one — not months of re-building plumbing.
Asset management firms
Internal desks wanting one integrated platform for research, strategy code, execution, alerts, and operator-side admin controls.
Use cases
One platform, many operating models.
The same deployable stack adapts to an internal research lab, a live strategy incubator, a customer-facing product, or a classroom.
01
Internal research & backtest lab
Stand up a private quant research and backtesting platform for your team — reproducible runs, shared strategy library, saved snapshots.
02
AI trading assistant products
Build consumer or pro-grade AI trading assistants on top of ensemble analysis, calibration, and memory — with a working UI out of the box.
03
Strategy incubation & live validation
Run a strategy incubator end-to-end: ideation, Python code, backtest, paper trade, then graduate to live with small size.
04
Paid signals & strategy service
Offer member-based trading signals or strategy subscriptions with built-in memberships, credits, and USDT TRC20 payments.
05
Quant education & training
Ship a hands-on learning environment for quant finance classes and bootcamps — real Python strategies, real charts, safe paper trading.
06
Internal ops for asset managers
Run a private operations console for a fund or family office: portfolio monitors, alerts, multi-user roles, and audit-friendly history.
MCP · v5.0.1 For AI agents
Plug Cursor, Claude Code & Codex straight into your quant stack.
QuantDinger ships a first-class Agent Gateway and quantdinger-mcp 0.4.0. Its 25 tenant-scoped tools cover market data, Strategy API V2, chart indicators, asynchronous backtests, runtime visibility and explicit quick orders without exposing broker credentials or administrator JWTs.
One-line MCP install
Published on PyPI as quantdinger-mcp 0.4.0 with 25 curated tools. Use stdio locally or sse / streamable-http for network clients.
uvx quantdinger-mcp
# PyPI: quantdinger-mcp==0.4.0Four capability scopes, least privilege
Issue a token with only Read, Write, Backtest or Trade access. Market and instrument allowlists, expiry, rate limits, paper-only restrictions, idempotency and audit logs remain server-enforced.
Two paths: hosted SaaS or self-host
Path A · Hosted — sign up at ai.quantdinger.com, paper-only by design, T-scope rejected at issuance. Try in 30 seconds. Path B · Self-host — clone, docker compose up, you own scopes, exchange keys, and the live-trading kill switch. Same MCP wiring; only QUANTDINGER_BASE_URL changes.
Live SSE progress
Agents stream
snapshot → progress → result on long backtests — no blind polling.
Safe by default
All agent trading is paper-only until the operator flips
AGENT_LIVE_TRADING_ENABLED; hosted SaaS pins it shut.
Immutable audit
Every agent request is logged with token, scope, route, status & latency — viewable from the admin panel.
Coverage
Every venue worth trading.
Live crypto execution across Binance, OKX, Bitget, Bybit, Gate and HTX, plus IBKR and Alpaca workflows — unified under one operating model.
₿
Crypto ExchangesBinance · OKX · Bybit · Bitget · Gate · HTX …
$
US StocksIBKR · Yahoo · Finnhub
A
US Equities APIAlpaca · paper & live workflows
⬢
FuturesCME · COMEX · CBOT
¥
CN / HK StocksSSE · SZSE · HKEX
∑
Factor libraryBuilt-in & custom indicators
↯
Spot & DerivativesSwap · Perps · Options
◇
Pluggable feedsCustom REST / WS adapters
Mobile app
Your quant stack, now in your pocket.
Open the mobile web app in your browser, or install the native Android build. iOS TestFlight coming soon.
Mobile Web
Same full-feature app, optimised for phones. No install — just open and use.
m.quantdinger.com
Android APK
Native install, splash screen, safe-area & push-ready. Android 7+.
www.quantdinger.com/download/app.apk
On Android, you may need to allow "Install from unknown sources" for your browser before installing.
iOS
TestFlight build coming soon — in the meantime, use the mobile web app.
Workflow
From idea to live capital — in minutes.
A straight line from market view to autonomous execution, with a reproducible backtest safety net in between.
01
Research & analyze
Pull multi-timeframe data, run ensemble AI analysis, inspect indicator signals and comparables — all in one workspace.
02
Build or generate
Configure a ready-made bot with the visual wizard, or write full Python indicators / strategies using our documented SDK.
03
Backtest & iterate
Deterministic runs with realistic commissions, slippage, and leverage. Freeze every experiment by code hash and config snapshot.
04
Deploy & operate
Promote a verified strategy through an explicit deployment flow. Monitor PnL, equity, positions, alerts, worker ownership and idempotent order retries.
Technical architecture
Durable process ownership from API to execution.
v5 separates HTTP, long-lived trading, schedules and finite jobs into independent process roles. PostgreSQL commands, leases and fencing keep execution recoverable across restarts and multi-process deployments.
Client
Who talks to the platform
Web Browser
Mobile (Capacitor)
AI Agents · MCP
Human API
Automation
Edge
Delivery & static assets
Nginx
Prebuilt Vue 3 dist
HTTPS / CDN
Same-origin API proxy
Process roles
Explicit runtime ownership
One backend image · API + trading + scheduler + Celery worker/beat + migration
State
Persistence & runtime coordination
PostgreSQL 18 · commands & leases
Redis cache · evictable
Redis jobs · AOF + noeviction
Heartbeats · fencing tokens
Integrations & operations
Adapters, metrics and alerts
Crypto exchanges · IBKR · Alpaca
Market data · fundamentals · macro · news
OpenRouter · OpenAI-compatible · Google
Telegram · Email · SMS · Discord
Prometheus · Grafana · Alertmanager
JSON logs · request IDs · health endpoints
MCP · Cursor · Claude Code · Codex
Frontend
Vue 3 · Ant Design Vue · KLineCharts · ECharts · Capacitor
Backend
Flask · Gunicorn · Strategy API V2 · Celery · CCXT
Data
PostgreSQL 18 · Redis cache · Redis jobs · encrypted credentials
Deploy
Docker Compose · production hardening · optional observability overlay
AI stack
The best of every model. At your command.
We don't pick a winner — we orchestrate them. Switch providers per query, or let the ensemble vote with confidence calibration.
OpenRouter
OpenAI GPT
Anthropic Claude
Google Gemini
DeepSeek
xAI Grok
Moonshot Kimi
Qwen
Local LLMs
FAQ
Questions, answered.
Is QuantDinger really self-hosted?
Yes. The default deployment is your own Docker Compose stack with PostgreSQL, separate cache and job Redis services, isolated backend process roles, credentials, and environment under your control.
Do you store my exchange API keys?
Broker credentials and MFA secrets are encrypted with a stable, operator-controlled CREDENTIAL_ENCRYPTION_KEY. They are decrypted only in memory for authorized operations and should never appear in logs.
Can I write my own strategies and indicators?
Absolutely. Executable strategies use Strategy API V2: initialize(context) declares the universe and subscriptions, while handle_data, on_rebalance, or scheduled callbacks emit auditable order intents. The same manifest drives backtests and live deployments.
Which venues are supported for live trading?
The canonical v5 live-crypto matrix covers Binance, OKX, Bitget, Bybit, Gate and HTX for spot and perpetual workflows. Traditional-broker workflows include IBKR and Alpaca.
Is it free?
The backend is Apache 2.0. The prebuilt frontend is source-available under a separate license that allows personal and qualified non-commercial use for free; commercial deployment requires a license — apply here. See TRADEMARKS.md and LICENSE in the repo.
What languages is the app available in?
The app itself is fully localized across 10 languages — English, Simplified & Traditional Chinese, Japanese, Korean, Vietnamese, Thai, French, German, and Arabic.
Can I plug Cursor / Claude Code / Codex directly into QuantDinger?
Yes — v5.0.1 ships quantdinger-mcp 0.4.0 on PyPI with 25 tenant-scoped tools for market data, Strategy API V2, chart indicators, asynchronous backtests, runtime state and explicit quick orders. Install with uvx quantdinger-mcp and configure your MCP client.
Hosted (ai.quantdinger.com) or self-host — which one fits me?
Hosted is best when you want to try QuantDinger from an AI agent in 30 seconds, don't have private exchange keys to plug in, and are fine with paper-only execution — the multi-tenant instance pins paper_only=true and rejects T-scope at issuance, so no agent on the hosted endpoint can ever route real-money orders. Self-host is the right call when you have your own exchange API keys, private strategies/data, run behind a VPN, or eventually want live execution. Both paths use identical MCP wiring — only QUANTDINGER_BASE_URL changes.
Commercial license
Apply for a commercial deployment license.
The backend is Apache 2.0. The prebuilt Vue frontend is source-available — personal and qualified non-commercial use is free; commercial deployment, white-label, or SaaS resale requires a license from us.
- Self-hosted enterprise / fund deployments
- Customer-facing SaaS or white-label products
- OEM embedding of the QuantDinger UI stack
We typically respond within 2–3 business days. For general questions, email support@quantdinger.com.
Legal & safety
Legal notice
Please read before using the software or engaging with anyone claiming to represent the project.
QuantDinger has NOT issued, does NOT endorse, and will NOT launch any token, coin, ICO, airdrop or cryptocurrency.
Any account, group, website, or “team member” selling a QuantDinger coin, presale slot, private round, airdrop claim, staking product, or paid VIP group is a scam and has no affiliation with us. If someone asks you to send funds, sign a wallet approval, or share an API key to “verify your account” — it is not us. When in doubt, verify through the official channels below.
Official channels — anything else is impersonation:
Trading risk
Trading crypto, stocks, forex, futures, and derivatives carries substantial risk and may not be suitable for every investor. You can lose all of your invested capital. Past performance — including any backtest or simulated result produced by the software — is not indicative of future results.
Not financial advice
QuantDinger is a technology platform. Nothing on this website, inside the software, or in any AI-generated output constitutes investment, financial, legal, or tax advice. You alone are responsible for every trading decision and its outcome.
Software “AS IS”
The software is provided “AS IS”, without warranty of any kind, express or implied. You are responsible for securing your own deployment, API keys, infrastructure, and regulatory compliance in your jurisdiction. See the project LICENSE and TRADEMARKS.md for the full terms.
Trademarks & impersonation
QuantDinger is a product of OpenByte Inc. “QuantDinger” and the QuantDinger logo are trademarks of the project. Unauthorized use — including impersonation, fake support, fake airdrops, or pay-to-join “QuantDinger” groups — will be reported and pursued. If you encounter impersonation, please report it to support@quantdinger.com.
Compliance & jurisdiction
Some markets, exchanges, and products are restricted or unavailable in certain jurisdictions. You are responsible for ensuring that your use of QuantDinger and any connected venue complies with the laws and regulations applicable to you.
Your keys, your data
In a self-hosted deployment, your API keys, strategies, AI history, and trade records stay on infrastructure you control. We never ask for your keys, seed phrase, or private wallet signatures. Anyone asking for them is not us.
Ready to run your own quant stack?
Try the hosted app, or deploy the complete v5 stack on infrastructure you control.