{"id":2386,"date":"2025-07-02T07:16:00","date_gmt":"2025-07-01T23:16:00","guid":{"rendered":"https:\/\/blog.laoyulaoyu.top\/?p=2386"},"modified":"2025-06-27T15:44:40","modified_gmt":"2025-06-27T07:44:40","slug":"%e8%ae%a9%e5%be%ae%e4%bf%a1%e6%af%8f%e5%a4%a9%e8%87%aa%e5%8a%a8%e6%94%b6%e7%a0%94%e6%8a%a5%ef%bc%81%e7%94%a8aimcp%e6%89%93%e9%80%a0%e4%bd%a0%e7%9a%84%e6%8a%95%e8%b5%84%e6%97%a5%e6%8a%a5%e7%b3%bb","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2025\/07\/02\/%e8%ae%a9%e5%be%ae%e4%bf%a1%e6%af%8f%e5%a4%a9%e8%87%aa%e5%8a%a8%e6%94%b6%e7%a0%94%e6%8a%a5%ef%bc%81%e7%94%a8aimcp%e6%89%93%e9%80%a0%e4%bd%a0%e7%9a%84%e6%8a%95%e8%b5%84%e6%97%a5%e6%8a%a5%e7%b3%bb\/","title":{"rendered":"\u8ba9\u5fae\u4fe1\u6bcf\u5929\u81ea\u52a8\u6536\u7814\u62a5\uff01\u7528AI+MCP\u6253\u9020\u4f60\u7684\u6295\u8d44\u65e5\u62a5\u7cfb\u7edf"},"content":{"rendered":"\n

\u4f5c \u8005\uff1a\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n

\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n
\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u6211\u7528AI + MCP\u63d2\u4ef6 + Python\uff0c\u642d\u5efa\u4e86\u4e00\u4e2a\u201cAI\u6bcf\u65e5\u6295\u987e\u65e5\u62a5\u7cfb\u7edf\u201d\u3002\u6bcf\u5929\u65e9\u4e0a\u81ea\u52a8\u6293\u884c\u60c5\u3001\u65b0\u95fb\uff0c\u5206\u6790\u6301\u4ed3\uff0c\u751f\u6210\u8c03\u4ed3\u5efa\u8bae\u5e76\u63a8\u9001\u62a5\u544a\u5230\u5fae\u4fe1\u4e0a\u3002<\/mark><\/strong>\u8fc7\u7a0b\u5b8c\u5168\u81ea\u52a8\u5316\uff0c\u9002\u5408\u65b0\u624b\u96f6\u57fa\u7840\u4e0a\u624b\u3002<\/pre>\n<\/blockquote>\n\n\n\n
\u524d\u9762\u6211\u5199\u4e86\u4e00\u7bc7\u300a\u3010\u6559\u7a0b+\u5b9e\u64cd\u3011\u6211\u7528Claude\u642d\u4e86\u4e2aAI\u7092\u80a1\u52a9\u7406\uff0c\u6bcf\u5929\u6bd4\u57fa\u91d1\u7ecf\u7406\u8fd8\u61c2\uff01\u300b\uff0c\u901a\u8fc7AI\u5927\u6a21\u578b\u3001YFinance \u548c Tavily\uff0c\u8ba9\u4f60\u53ef\u4ee5\u5168\u9762\u4e86\u89e3\u81ea\u5df1\u7684\u6295\u8d44\u60c5\u51b5\uff0c\u83b7\u5f97\u57fa\u4e8e\u771f\u5b9e\u6570\u636e\u7684\u5efa\u8bae\u3002\u4eca\u5929\u6211\u4eec\u5c06\u5ef6\u7eed\u8fd9\u4e2a\u8bdd\u9898\uff0c\u5b9e\u73b0\u5b8c\u6574\u7684AI\u6295\u987e\u65e5\u62a5\uff0c\u5e76\u63a8\u9001\u5230\u4f60\u7684\u5fae\u4fe1\u4e0a\u3002<\/p>\n\n\n\n
\u4e00\u3001\u4e3a\u4ec0\u4e48\u8981\u6253\u9020AI\u6295\u987e\u65e5\u62a5\uff1f<\/strong><\/h2>\n\n\n\n
\u6295\u8d44\u6700\u6015\u4e24\u4e2a\u5b57\uff1a\u4fe1\u606f\u5dee<\/strong>\u3002
\u5e02\u9762\u4e0a\u7684APP\u4e0d\u662f\u5e7f\u544a\u592a\u591a\uff0c\u5c31\u662f\u63d0\u793a\u6ede\u540e\uff0cAI\u65e5\u62a5\u7684\u4f18\u52bf\u5728\u4e8e\uff1a<\/p>\n\n\n\n
    \n
  • \ud83d\udd52 \u6bcf\u5929\u65e9\u6668\u5b9a\u65f6\u51fa\u5206\u6790\u62a5\u544a<\/li>\n\n\n\n
  • \ud83e\uddfe \u8ddf\u8e2a\u4f60\u7684\u6301\u4ed3\u8868\u73b0<\/strong><\/li>\n\n\n\n
  • \ud83d\udcf0 \u6293\u53d6\u5b9e\u65f6\u65b0\u95fb<\/strong>\u5e76\u667a\u80fd\u89e3\u8bfb<\/li>\n\n\n\n
  • \ud83e\udded \u63d0\u51fa\u8c03\u4ed3\u5efa\u8bae<\/strong><\/li>\n\n\n\n
  • \ud83d\udce4 \u81ea\u52a8\u53d1\u9001\u5230\u5fae\u4fe1\/\u90ae\u7bb1\uff0c\u4e0d\u7528\u6253\u5f00\u8f6f\u4ef6<\/li>\n<\/ul>\n\n\n\n
    \u4e8c\u3001 \u624b\u628a\u624b\u642d\u5efa\u6559\u7a0b<\/strong><\/h2>\n\n\n\n

    \u4e00\u7ad9\u5f0f\u7cfb\u7edf\u529f\u80fd\u6e05\u5355<\/strong><\/h3>\n\n\n\n
    \u529f\u80fd<\/th>\u76ee\u7684<\/th><\/tr><\/thead>
    \u884c\u60c5\u6293\u53d6<\/td>\u5f53\u5929\u6536\u76d8\u884c\u60c5 + \u6da8\u8dcc\u5e45\u4f30\u7b97<\/td><\/tr>
    \u677f\u5757\u914d\u7f6e\u5206\u6790<\/td>\u5224\u65ad\u6301\u4ed3\u662f\u5426\u504f\u91cd\u5355\u4e00\u677f\u5757<\/td><\/tr>
    \u70ed\u70b9\u65b0\u95fb\u7b5b\u9009<\/td>\u81ea\u52a8\u5173\u8054\u5f71\u54cd\u6301\u4ed3\u7684\u65b0\u95fb\uff0c\u5982\u52a0\u5bc6\u3001\u9ec4\u91d1\u3001\u79d1\u6280\u80a1\u7b49<\/td><\/tr>
    \u667a\u80fd\u70b9\u8bc4<\/td>Claude AI \u7ed9\u51fa\u5f53\u5929\u662f\u5426\u201c\u6301\u6709\/\u589e\u4ed3\/\u51cf\u4ed3\u201d\u7684\u5efa\u8bae<\/td><\/tr>
    \u81ea\u52a8\u63a8\u9001<\/td>Markdown \u683c\u5f0f\u751f\u6210\u65e5\u62a5\u5e76\u63a8\u9001\u5230\u516c\u4f17\u53f7\/\u90ae\u7bb1\/\u5fae\u4fe1\u7fa4\/\u9489\u9489\u7b49<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    2.1 \u51c6\u5907\u4f60\u7684\u6301\u4ed3\u6570\u636e\uff08CSV\uff09<\/strong><\/h3>\n\n\n\n
    portfolio.csv \u5185\u5bb9\u683c\u5f0f\u5982\u4e0b\uff1a<\/p>\n\n\n\n

    ticker, name, qty
    AAPL, Apple Inc, 50
    GLD, SPDR Gold ETF, 10
    TSLA, Tesla Inc, 20
    BTC, Bitcoin, 1.2
    <\/code><\/pre>\n\n\n\n
    2.2 \u5b89\u88c5 Claude \u6240\u9700\u63d2\u4ef6\uff08\u884c\u60c5 + \u65b0\u95fb\uff09<\/strong>
    <\/h3>\n\n\n\n
    \u2b07\ufe0f yfinance-MCP \u63d2\u4ef6<\/h4>\n\n\n\n
    git clone https:\/\/github.com\/tooyipjee\/yahoofinance-mcp.git\ncd yahoofinance-mcp\ndocker build -t yahoofinance-mcp .\n<\/code><\/code><\/pre>\n\n\n\n
    \u2b07\ufe0f \u5728 Claude \u8bbe\u7f6e\u4e2d\u52a0\u5165\uff1a<\/p>\n\n\n\n
    \"yahoofinance\": {\n  \"command\": \"docker\",\n  \"args\": [\"run\", \"-i\", \"--rm\", \"yahoofinance-mcp\"]\n}\n<\/code><\/code><\/pre>\n\n\n\n
    \u2b07\ufe0f Tavily \u65b0\u95fb\u63d2\u4ef6<\/h4>\n\n\n\n
    npx -y tavily-mcp@0.1.4\n<\/code><\/code><\/pre>\n\n\n\n
    \u2b07\ufe0f Claude \u8bbe\u7f6e\u4e2d\u6dfb\u52a0\uff1a<\/p>\n\n\n\n
    \"tavily-mcp\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"tavily-mcp@0.1.4\"],\n  \"env\": {\n    \"TAVILY_API_KEY\": \"your-api-key-here\"\n  }\n}<\/span><\/code><\/code><\/pre>\n\n\n\n
    2.3 \u5199\u4e00\u6bb5\u81ea\u52a8\u751f\u6210\u65e5\u62a5\u7684 Python \u811a\u672c<\/strong><\/h3>\n\n\n\n
    \u8d1f\u8d23\u6784\u5efa Prompt \u5e76\u8c03\u7528 Claude \u6267\u884c\u5206\u6790\uff08claude_run.py\uff09\u3002<\/p>\n\n\n\n
    import csv, requests, subprocess\n\ndef generate_prompt():\n    with open('portfolio.csv') as f:\n        csv_text = f.read()\n    return f\"\"\"\n\u6211\u7684\u6295\u8d44\u6301\u4ed3\u5982\u4e0b\uff0c\u8bf7\u5e2e\u6211\u5206\u6790\u4eca\u5929\u7684\u5e02\u573a\u884c\u60c5\u4e0e\u8c03\u4ed3\u5efa\u8bae\uff1a\n{csv_text}\n\u8f93\u51fa\u683c\u5f0f\u8bf7\u7528Markdown\uff0c\u7ed3\u6784\u6e05\u6670\uff0c\u5305\u62ec\uff1a\u6301\u4ed3\u6c47\u603b\u3001\u6da8\u8dcc\u5e45\u3001\u677f\u5757\u5206\u5e03\u3001Claude\u5efa\u8bae\u3001\u76f8\u5173\u65b0\u95fb\u6458\u8981\u3002\n\"\"\"\n\ndef call_claude(prompt):\n    # \u5047\u8bbe\u4f60\u7528Claude API\u6216\u672c\u5730CLI\n    result = subprocess.check_output([\"python\", \"claude_run.py\", prompt])\n    return result.decode()\n\ndef send_to_wechat(md):\n    webhook = \"https:\/\/qyapi.weixin.qq.com\/cgi-bin\/webhook\/send?key=xxx\"\n    payload = {\n        \"msgtype\": \"markdown\",\n        \"markdown\": {\n            \"content\": md\n        }\n    }\n    requests.post(webhook, json=payload)\n\nif __name__ == \"__main__\":\n    prompt = generate_prompt()\n    md_report = call_claude(prompt)\n    send_to_wechat(md_report)\n<\/code><\/code><\/pre>\n\n\n\n
    2.4 \u65e5\u62a5\u63a8\u9001\u5230\u5fae\u4fe1<\/strong><\/h3>\n\n\n\n
    \u5c06\u751f\u6210\u7684 Markdown \u65e5\u62a5\u63a8\u9001\u5230\u4f01\u4e1a\u5fae\u4fe1\uff08wechat_push.py\uff09\u3002<\/p>\n\n\n\n
    import requests\n\ndef send_md(md):\n    webhook = \"https:\/\/qyapi.weixin.qq.com\/cgi-bin\/webhook\/send?key=YOUR_KEY\"\n    data = {\"msgtype\":\"markdown\",\"markdown\":{\"content\":md}}\n    r = requests.post(webhook, json=data)\n    return r.json()<\/code><\/pre>\n\n\n\n
    2.5 \u8bbe\u7f6e\u6bcf\u5929\u81ea\u52a8\u63a8\u9001\u4efb\u52a1<\/strong><\/h3>\n\n\n\n
    \u6574\u5408\u4e0a\u8ff0\u6a21\u5757\uff0c\u6bcf\u5929\u6267\u884c\u5b8c CRUD \u63a8\u9001\u65e5\u62a5\uff08daily_report.py\uff09\u3002<\/p>\n\n\n\n
    from claude_run import main as claude_main\nfrom wechat_push import send_md\n\ndef generate_prompt():\n    with open('portfolio.csv') as f:\n        p = f.read()\n    return f\"\ud83d\udcca\u3010\u6bcf\u65e5\u65e5\u62a5\u3011\\n\u6211\u7684\u6301\u4ed3\u5982\u4e0b\uff1a\\n{p}\\n\u8bf7\u6293\u53d6\u4eca\u65e5\u884c\u60c5\u3001\u65b0\u95fb\u5e76\u5206\u6790\u8c03\u4ed3\u5efa\u8bae\uff0c\u7528 Markdown \u8f93\u51fa\u3002\"\n\ndef run():\n    md = subprocess.check_output([\"python\", \"claude_run.py\", generate_prompt()]).decode()\n    send_md(md)\n\nif __name__ == \"__main__\":\n    run()<\/code><\/pre>\n\n\n\n
    2.6  \u81ea\u52a8\u8c03\u5ea6\u914d\u7f6e\uff08Linux \u4e3e\u4f8b\uff09<\/strong><\/h3>\n\n\n\n
    \u7f16\u8f91 crontab -e<\/code>\uff0c\u6dfb\u52a0\u4efb\u52a1\uff1a<\/p>\n\n\n\n
    0 9 * * * cd \/path\/to\/ai-daily-report && \/usr\/bin\/python3 daily_report.py >> log.txt 2>&1\n<\/code><\/pre>\n\n\n\n
    2.7 \u9879\u76ee\u8bf4\u660e\uff08README\uff09<\/strong><\/h3>\n\n\n\n
      \n
    • \u63cf\u8ff0\uff1a\u672c\u9879\u76ee\u7ed3\u5408 Claude+MCP\uff0c\u81ea\u52a8\u6293\u884c\u60c5\u3001\u5206\u6790\u6301\u4ed3\u3001\u751f\u6210 Markdown \u65e5\u62a5\u5e76\u63a8\u9001\u3002<\/li>\n\n\n\n
    • \u529f\u80fd\uff1a\u884c\u60c5\u6293\u53d6\u3001\u65b0\u95fb\u5173\u8054\u3001\u667a\u80fd\u5206\u6790\u3001\u81ea\u52a8\u63a8\u9001\u3002<\/li>\n<\/ul>\n\n\n\n
      \u9879\u76ee\u7ed3\u6784\u4e00\u89c8\uff1a<\/p>\n\n\n\n
      ai-daily-report\/
      \u251c\u2500\u2500 portfolio.csv                # \u6301\u4ed3\u6570\u636e\u793a\u4f8b
      \u251c\u2500\u2500 claude_run.py               # \u8c03\u7528 Claude \u7684\u4e3b\u7a0b\u5e8f
      \u251c\u2500\u2500 daily_report.py            # \u81ea\u52a8\u8fd0\u884c\u811a\u672c
      \u251c\u2500\u2500 wechat_push.py             # \u5fae\u4fe1\u4f01\u4e1a\u53f7\u63a8\u9001\u5c01\u88c5
      \u251c\u2500\u2500 requirements.txt           # Python \u4f9d\u8d56\u5217\u8868
      \u2514\u2500\u2500 docker\/
          \u2514\u2500\u2500 yfinance-mcp\/          # yfinance MCP \u63d2\u4ef6\uff08\u53ef clone\uff09
      <\/pre>\n\n\n\n
      \u4e09\u3001<\/strong>Claude \u751f\u6210\u65e5\u62a5\u6837\u4f8b<\/strong>
      <\/h2>\n\n\n\n
      \ud83d\udd0e<\/strong> \u6301\u4ed3\u603b\u89c8\uff082025\u5e746\u670826\u65e5\uff09<\/strong><\/h3>\n\n\n\n
      \u80a1\u7968\u4ee3\u7801<\/th>\u540d\u79f0<\/th>\u5f53\u524d\u4ef7\u683c<\/th>\u6301\u4ed3\u6570\u91cf<\/th>\u5e02\u503c\uff08\u4f30\u7b97\uff09<\/th>\u6da8\u8dcc\u5e45<\/th><\/tr><\/thead>
      AAPL<\/td>\u82f9\u679c\u516c\u53f8<\/td>$201.56<\/td>50<\/td>$10,078.00<\/td>\u2014 today’s change<\/td><\/tr>
      GLD<\/td>\u9ec4\u91d1 ETF<\/td>$307.12<\/td>10<\/td>$3,071.20<\/td>\u2014 today’s change<\/td><\/tr>
      TSLA<\/td>\u7279\u65af\u62c9<\/td>$327.55<\/td>20<\/td>$6,551.00<\/td>\u25bc -12.91 \uff08-3.79%\uff09<\/td><\/tr>
      BTC<\/td>\u6bd4\u7279\u5e01<\/td>$107,788.00<\/td>1.2<\/td>$129,345.60<\/td>\u25b2 +1,636\uff08+1.54%\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
      \ud83d\udccc \u603b\u8d44\u4ea7\u4f30\u7b97\uff1a<\/strong> $149,045.80<\/strong>
      \ud83d\udccc \u76c8\u4e8f\u5206\u6790\uff1a<\/strong> \u4eca\u65e5\u56e0\u6bd4\u7279\u5e01\u8868\u73b0\u5f3a\u52b2\u800c\u6574\u4f53\u5fae\u6da8\uff0c\u79d1\u6280\u80a1\u56de\u8c03\u7565\u6709\u538b\u5236\u3002<\/p>\n\n\n\n
      \ud83e\udded <\/strong>Claude AI \u667a\u80fd\u70b9\u8bc4<\/strong><\/h3>\n\n\n\n
      \n
      Claude\u7ed3\u5408\u63d2\u4ef6\u4e0e\u65b0\u95fb\u5206\u6790\uff0c\u7ed9\u51fa\u5982\u4e0b\u6307\u5f15\uff1a<\/p>\n<\/blockquote>\n\n\n\n