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Vibe-Trading exposes 16 MCP tools for any MCP-compatible client. Runs as a stdio subprocess — no server setup needed. **15 of 16 tools work with zero API keys** (HK/US/crypto). Only `run_swarm` needs an LLM key.
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Vibe-Trading exposes 17 MCP tools for any MCP-compatible client. Runs as a stdio subprocess — no server setup needed. **16 of 17 tools work with zero API keys** (HK/US/crypto). Only `run_swarm` needs an LLM key.
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<details>
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<summary><b>Claude Desktop</b></summary>
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Copy file name to clipboardExpand all lines: agent/SKILL.md
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---
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name: vibe-trading
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description: Professional finance research toolkit — backtesting, factor analysis, options pricing, 64 finance skills, and 29 multi-agent swarm teams across 3 markets (A-shares, crypto, HK/US equities).
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version: 0.1.4
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description: Professional finance research toolkit — backtesting (6 engines), factor analysis, options pricing, 68 finance skills, and 29 multi-agent swarm teams across 5 data sources (tushare, yfinance, okx, akshare, ccxt).
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dependencies:
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python: ">=3.11"
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pip:
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description: "Tushare API token for China A-share data (optional — HK/US/crypto work without any key)"
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required: false
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- name: OPENAI_API_KEY
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description: "OpenAI-compatible API key — only needed for run_swarm (multi-agent teams). All other 15 tools work without it."
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description: "OpenAI-compatible API key — only needed for run_swarm (multi-agent teams). All other 16 tools work without it."
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required: false
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- name: LANGCHAIN_MODEL_NAME
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description: "LLM model name for run_swarm (e.g. deepseek/deepseek-v3.2). Only needed if using run_swarm."
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# Vibe-Trading
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Professional finance research toolkit with AI-powered backtesting, multi-agent teams, and 64 specialized skills.
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Professional finance research toolkit with AI-powered backtesting (6 engines), multi-agent teams, and 68 specialized skills.
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## Setup
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### API Key Requirements
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**15 of 16 MCP tools work with zero API keys.** After `pip install`, backtesting, market data, factor analysis, options pricing, chart patterns, and all 64 skills are ready to use for HK/US equities and crypto.
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**16 of 17 MCP tools work with zero API keys.** After `pip install`, backtesting, market data, factor analysis, options pricing, chart patterns, web search, and all 68 skills are ready to use for HK/US equities and crypto.
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| Feature | Key needed | When |
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|---------|-----------|------|
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## What You Can Do
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### Backtesting
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Create and run quantitative strategies across 3 markets:
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Create and run quantitative strategies across 6 engines (ChinaA, GlobalEquity, Crypto, ChinaFutures, GlobalFutures, Forex + options) with 5 data sources:
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-**HK/US equities** via yfinance (free, no API key)
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-**Cryptocurrency** via OKX (free, no API key)
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-**China A-shares** via Tushare (requires TUSHARE_TOKEN)
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-**Cryptocurrency** via OKX or CCXT/100+ exchanges (free, no API key)
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-**China A-shares** via Tushare (token) or AKShare (free fallback)
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-**Futures, forex, macro** via AKShare (free, no API key)
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Example workflow:
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1. Use `list_skills()` to discover strategy patterns
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Use `list_swarm_presets()` to see all teams, then `run_swarm()` to execute.
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pip install vibe-trading-ai
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```
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That's it — no API keys needed for HK/US/crypto markets. Start using `backtest`, `get_market_data`, `analyze_options`, and all 64 skills immediately.
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That's it — no API keys needed for HK/US/crypto markets. Start using `backtest`, `get_market_data`, `analyze_options`, `web_search`, and all 68 skills immediately.
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