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.
Production-grade · Self-hosted · Durable workers · AI agent ready — v5.5.1
The open-source AI quant trading OS for traders worldwide
Templates are only the starting point. Create, AI-generate or freely edit Python strategies and chart indicators, then take the same strategy contract from reproducible backtests to live execution on infrastructure you control. Durable workers, auditable orders and recovery stay in one stack.
Now on mobile
Use the mobile web app, or install the native Android build.
QUANTDINGER
/ CONTROL PLANE
ALL SYSTEMS OPERATIONAL
ACTIVE PIPELINE
Research context assembled
Market data, memory and multi-model analysis are normalized into an auditable strategy brief.
Build a volatility-aware BTC regime strategy with explicit risk boundaries.
01 Resolving market + instrument contract
02 Reading multi-timeframe structure
03 Generating Strategy API V2 source
04 Handing off deterministic backtest
market.readstrategy.compilebacktest.run
01
def initialize(context):02
g.symbol = "Crypto:BTC/USDT@okx:swap"
03
context.set_universe([g.symbol])04
context.subscribe(frequency="1m"
)05
context.set_warmup(200)06
07
def handle_data(context, data):08
bars = get_history(200, "1m"
, "close"
, g.symbol)09
signal = regime_model(bars)10
order_target_percent(g.symbol, signal)
MARKETCRYPTO SWAP
DIRECTIONBOTH
EXECUTIONBAR
STATEPERSISTED
TRADINGWORKER
HTTP APIcommands
CELERYfinite jobs
POSTGRESsource of truth
EXCHANGEorders + fills
IdempotencyARMED
Lease + fencingACTIVE
Position reconciliationSYNCED
8
Live execution venues
9
LLM integration modes
∞
Open-ended strategies & indicators
58
MCP agent tools
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.
Open-ended Strategies & Indicators
Start from 16 built-in templates or write your own. Create, AI-generate and freely edit Python strategies, portfolio logic, trading bots and chart indicators. One Strategy API V2 contract carries executable strategies from reproducible backtests to live deployment. Creation is not limited to preset templates; concurrent live runs follow deployment resources and plan limits.
Backtesting & Strategy Evolution
Run reproducible server-side backtests, then search declared parameters with random, grid or TPE optimization. Bar-count walk-forward validation, a blind holdout and robustness diagnostics help compare parameter stability.
Autonomous Trading Bots
Grid, Martingale, Trend Following and DCA out of the box. Signal-only mode maintains an internal virtual account with fills, positions, PnL and equity without sending broker orders; live execution remains explicitly separate.
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 · v5.5.1 For AI agents
Plug Cursor, Claude Code & Codex straight into your quant stack.
QuantDinger ships a first-class Agent Gateway and works with the published 58-tool quantdinger-mcp 0.6.2 package from PyPI.
One-line MCP install
The published quantdinger-mcp 0.6.2 package exposes 58 callable tools through local and network transports.
pip install "quantdinger-mcp==0.6.2"
# Or run directly: uvx quantdinger-mcp==0.6.2Five capability scopes, least privilege
Issue a token with only Read, Write, Backtest, Notification 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.
Six crypto venues share one catalog-driven routing layer. Where authoritative product metadata is available, QuantDinger can route direct, tokenized, or perpetual US and Hong Kong equity products; IBKR and Alpaca remain native broker workflows.
₿
Crypto & Equity VenuesBinance · OKX · Bitget · Bybit · Gate · HTX
$
Direct & Tokenized EquitiesGate Stock · Bitget Reality · OKX · Bybit
A
Native US BrokersAlpaca · IBKR
⬢
Stock PerpetualsBinance · OKX · Bitget · Bybit · Gate
¥
US / HK UnderlyingsK-lines · fundamentals · AI research
∑
Factor libraryBuilt-in & custom indicators
↯
Catalog-validated RoutingVenue · currency · API family
◇
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.
Open-source distributed architecture
The world’s first open-source quant strategy hosting platform engineered for high-concurrency execution and multi-cluster evolution.
The turnkey deployment runs on one host today. Per-process shared market feeds, Kafka closed-bar and shard events, and PostgreSQL inboxes, leases, checkpoints and fencing let each role scale independently. A 100,000-strategy deployment remains a capacity target until staged load and failover tests pass.
Open-source backend
Turnkey single-host deployment
Independent worker scaling
Multi-host and cluster-ready boundaries
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
Per-process shared market feed→
Kafka bar events→
Shard dispatch→
Evaluator inbox→
Order intent→
Fenced execution
One backend image · independently scalable API, trading, dispatcher, evaluator, audit, scheduler and job roles
State
Persistence & runtime coordination
Kafka · versioned bars & strategy shards
PostgreSQL 18 · inboxes, checkpoints & leases
Redis cache · evictable
Redis jobs · AOF + noeviction
Idempotency · heartbeats · fencing tokens
Grid Actor mailboxes · pending-order claims
Integrations & operations
Adapters, metrics and alerts
Native crypto exchange adapters · 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 · Kafka consumers · Celery · native exchange adapters
Data
PostgreSQL 18 · Kafka · Redis cache · Redis jobs · encrypted credentials
Deploy
Docker Compose · production hardening · optional observability overlay
AI stack
The best of every model. At your command.
Orchestrate leading models for research, and optionally use JEV System One as an auditable PASS / REJECT gate for entry orders with LLM fallback.
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, Kafka, separate cache and job Redis services, isolated backend process roles, credentials, and environment under your control. It runs on one host by default and preserves clear boundaries for later multi-host or multi-cluster scaling.
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. The 16 built-in templates are optional starting points, not a boundary. Create, AI-generate and freely edit Python strategies, portfolio logic, trading bots and chart indicators. The same Strategy API V2 contract drives reproducible backtests and live deployments; concurrent live runs still follow deployment resources and plan limits.
Which venues are supported for live trading?
Crypto spot and perpetual workflows cover Binance, OKX, Bitget, Bybit, Gate and HTX. Exchange-listed equity products are enabled only when the venue catalog exposes authoritative metadata: Gate supports direct US/HK stock routing; OKX, Bitget and Bybit support eligible tokenized equities and stock perpetuals; Binance supports eligible stock perpetuals. HTX equity products remain disabled. Product availability still depends on venue, region, account permissions and listing status. Native 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 — v5.5.1 includes a 58-tool Agent Gateway and works with the published quantdinger-mcp 0.6.2 package from PyPI.
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
Lifetime membership + commercial license. One payment.
Activate the $699 lifetime membership and receive a permanent QuantDinger commercial license plus lifetime SaaS VIP access. Then submit your details to register the license.
STEP 1 · ACTIVATE
LIMITED LIFETIME OFFER
$699USD
ONE PAYMENTNO RENEWALS · LIFETIME
Pay once and unlock two permanent benefits at the same time.
Lifetime commercial licensePermanent rights for eligible commercial deployment.
Lifetime SaaS VIPKeep using the hosted platform’s VIP features.
COMMERCIAL USE INCLUDES
Activate lifetime membership for $699
Opens the secure QuantDinger billing center
Already activated? Register your license details
- Subscription SaaSLaunch a quant platform for individuals or institutions and charge monthly or annual subscriptions.
- Private deploymentsDeliver private systems to brokers, funds and trading desks, with deployment and maintenance fees.
- White-label platformOperate under your own brand, domain and membership model.
- Fintech embeddingEmbed AI research, strategy generation, backtesting and live workflows into existing financial products.
- Education & communitiesBuild paid courses, labs and tools for schools, training businesses or trading communities.
- Custom developmentSell industry solutions, secondary development and technical consulting services.
The backend remains Apache 2.0. Commercial use of the prebuilt frontend is covered by the registered commercial license.
About us
Maker of QuantDinger
Open technology. Systems built to last.
OpenByte Inc. is a technology company focused on open-source innovation and intelligent software. We build reliable, transparent, and self-hostable digital infrastructure, turning AI, data engineering, and automation into practical products for developers, teams, and businesses. We believe great software should remain open and extensible while giving users full control over their data, systems, and choices.
Open by default
Built for production
Control stays with users
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.