Research · strategy · backtest · paper trade — ship a complete quant workflow from a single natural-language prompt, inside Claude Code, Cursor, and 20+ AI agents.
Run a full research → strategy → backtest loop in your browser. No install, no API key, real market data.
Quick Start · Example Prompts · Community · Platforms · vs. other tools
| 🧠 DeepAgent analysis skills | 60+ built-in — technical · fundamental · sentiment · risk · timing · factor |
| 🌍 Markets covered | 5 — US equities · A-shares · HK · Crypto · Forex |
| 🤖 Works with | 20+ AI platforms — Claude Code · Cursor · VS Code · Hermes · Windsurf · Codex … |
| 🔄 End-to-end flow | research → strategy → backtest → paper trade → publish to the leaderboard |
| ⚡ How you interact | streaming token-by-token in the terminal · MCP tool calls · in-browser playground |
Live output from openfinclaw deepagent research — one prompt: research → strategy → backtest → metrics.
Copy-paste any of these into openfinclaw deepagent research "…" (or drop them straight into your AI agent). Each one runs the full research → strategy → backtest loop.
📈 Technical analysis
Find RSI divergence signals on NVDA in the last 6 months, then backtest them.Compare a Bollinger Bands strategy on TSLA vs AAPL over 1 year — which wins?Screen the S&P 500 for golden-cross signals this month.
📊 Fundamentals & macro
Pull Apple's last 8 quarters of revenue, margins, and guidance. Summarize the trend.What's driving the NVDA move this quarter — earnings, guidance, or narrative?Compare AMD / INTC / NVDA on growth, margin, and valuation.
🎯 Strategy generation
Design a momentum strategy on US mega-cap tech. Backtest 2y. Tell me where it breaks.Write a mean-reversion strategy on BTC and show drawdown behavior through 2022.A-shares 沪深 300 日内轮动策略，年化目标 15%，最大回撤 < 10%。
🧪 Backtest & stress-test
Backtest a 50/200 SMA crossover on SPY from 2015. Include costs and slippage.Stress-test my forked strategy against the 2020 and 2022 crashes.
Want a ready-made one? Run
openfinclaw leaderboardto browse the community's highest-ranked strategies, thenforkany of them.
💡 Want to see it in action before installing? Try DeepAgent in your browser first.
npx @openfinclaw/cli@latest install # wizard + MCP configs + Skill registration + doctor
openfinclaw deepagent +research "盘点 BTC 周线" # streaming research / strategy / backtestinstall runs the interactive wizard, writes MCP configs to every detected AI agent, persists your fch_ key to ~/.openfinclaw/config.json (chmod 600 on Unix), drops a SKILL.md under ~/.claude/skills/openfinclaw/ so Claude Code / Cursor auto-trigger on keywords like quant / backtest / 量化, and finishes with a connectivity check.
Non-interactive / CI:
npx @openfinclaw/cli@latest install --yes \
--platforms cursor,claude-code --tool-groups deepagent,strategy \
--api-key fch_xxx --register-skillJust the wizard, no SKILL.md registration, no doctor: npx @openfinclaw/cli init.
A single fch_ key drives both DeepAgent and the strategy group. Resolution order: --api-key → OPENFINCLAW_API_KEY → ~/.openfinclaw/config.json.
| Group | Commands |
|---|---|
| DeepAgent | deepagent +research "<query>", deepagent health, deepagent skills, deepagent threads, deepagent messages, deepagent backtests, deepagent packages, deepagent download |
| Strategy | leaderboard, strategy-info, fork, list-strategies, validate, publish, publish-verify |
| Raw | api GET <path> · api POST <path> --json '<body>' — direct Hub Gateway call, auth pre-attached |
| System | install · init · skill-install · serve · doctor · update · examples |
+verb (e.g. deepagent +research) is the human-friendly streaming path; the bare verbs and MCP-only atomic triplet research_submit / research_poll / research_finalize are for agents/scripts. Run openfinclaw --help for the full surface.
Sample DeepAgent output — one prompt → strategy definition + backtest metrics + per-trade P&L + improvement notes:
OpenFinClaw ships with a community strategy exchange. Browse what others are running, copy any strategy locally, tweak it, and publish back — think of it as a Hugging Face for quant strategies.
openfinclaw leaderboard --limit 20 # Browse top-ranked strategies
openfinclaw strategy-info <id> # See how a strategy performs
openfinclaw fork <id> # Copy to ./strategies/<slug>
# ... edit strategy.py, tweak fep.yaml ...
openfinclaw validate ./strategies/<slug> # Pre-flight FEP v2.0 check
openfinclaw publish ./my-strategy.zip # Ship to the leaderboard
openfinclaw publish-verify --submission-id <id> # Track backtest progressEvery published strategy is backtested server-side and ranked by live-market-equivalent returns — no self-reported numbers.
OpenFinClaw works with any MCP-compatible agent platform:
| Category | Platforms |
|---|---|
| Chat | Claude Desktop, Claude.ai, ChatGPT, Chatbox, LM Studio |
| IDEs | Claude Code, VS Code (Copilot), Cursor, Windsurf, JetBrains Junie, Zed, Cline, Continue.dev |
| CLI Agents | Codex (OpenAI), OpenCode, Amazon Q CLI |
| Frameworks | Hermes Agent, BeeAI, Swarms |
| AI Agents | OpenClaw, NanoClaw |
| Other | v0 (Vercel), Postman, Roo Code, Amp (Sourcegraph) |
Claude Code — ~/.claude/settings.json
{
"mcpServers": {
"openfinclaw": {
"command": "npx",
"args": ["@openfinclaw/cli", "serve", "--tools=deepagent,strategy"],
"env": {
"OPENFINCLAW_API_KEY": "fch_xxx"
}
}
}
}Cursor — .cursor/mcp.json
{
"mcpServers": {
"openfinclaw": {
"command": "npx",
"args": ["@openfinclaw/cli", "serve", "--tools=deepagent,strategy"],
"env": {
"OPENFINCLAW_API_KEY": "fch_xxx"
}
}
}
}For other platforms (VS Code, Hermes, Windsurf, Zed, OpenClaw, Junie, Trae, …), see configs/ for ready-to-copy templates. The shape is the same — only the host key (servers vs mcpServers vs context_servers) and config path differ.
Load only what you need to save tokens: serve --tools=deepagent (~1,400 tk) or serve --tools=strategy (~1,000 tk), or omit --tools for both.
| Group | Tools |
|---|---|
deepagent |
14 remote-agent tools — fin_deepagent_health / _skills / _research_submit / _research_poll / _research_finalize / _status / _cancel / _threads / _messages / _backtests / _backtest_result / _packages / _package_meta / _download_package |
strategy |
7 local FEP v2.0 tools — strategy_publish / strategy_validate / strategy_fork / strategy_leaderboard / strategy_get_info / strategy_list_local / strategy_publish_verify |
Only one is required:
| Variable | Description |
|---|---|
OPENFINCLAW_API_KEY |
Unified fch_ key. Drives both strategy (Hub) and deepagent (Hub Gateway). Falls back to ~/.openfinclaw/config.json if unset. Get a key at hub.openfinclaw.ai. |
Advanced overrides (rarely needed): OPENFINCLAW_CONFIG_PATH, HUB_API_URL, DEEPAGENT_API_URL, REQUEST_TIMEOUT_MS, DEEPAGENT_SSE_TIMEOUT_MS — see packages/core/src/config.ts.
git clone https://github.com/mirror29/openfinclaw-cli.git && cd openfinclaw-cli && pnpm install && pnpm build
OPENFINCLAW_API_KEY=<fch_...> node packages/cli/dist/index.js doctor # smoke testMonorepo: @openfinclaw/core (zero-dep business logic) + @openfinclaw/cli (MCP server + terminal CLI + install wizard).
MIT