\n
git clone https:\/\/github.com\/browserbase\/mcp-server-browserbase.git\u00a0<\/p>\n
cd mcp-server-browserbase<\/p>\n
npm install\u00a0<\/p>\n
npm start\u00a0<\/p>\n
\n
\u5b83\u4f1a\u8dd1\u5728 localhost:3000 \u4e0a\u3002\u7136\u540e\u6211\u8ddf Claude（\u7528\u7684\u662f Claude Desktop，\u7279\u522b\u9002\u5408\u8fd9\u4e2a）\u8bf4：<\/p>\n
\u53bb\u4e2a\u65b0\u95fb\u7f51\u7ad9，\u628a\u5934\u6761\u6293\u8fc7\u6765\u3002<\/p>\n
Stagehand \u55d6\u5730\u4e00\u4e0b\u5c31\u8dd1\u4e86\u8fc7\u53bb，\u628a\u6807\u9898\u635e\u56de\u6765，Claude \u7acb\u9a6c\u5c31\u56de\u6211\u4e86\u3002 \u7528\u6765\u67e5\u4ef7\u683c\u3001\u62c9\u6570\u636e，\u4e0d\u7528\u5199\u4ee3\u7801，\u7b80\u76f4\u4e0d\u8981\u592a\u65b9\u4fbf\u3002 \u5b83\u662f\u514d\u8d39\u7684\u3001\u5f00\u6e90\u7684，\u800c\u4e14\u4e0d\u50cf\u6211\u8bd5\u8fc7\u7684\u4e00\u4e9b web \u5de5\u5177\u90a3\u6837\u8001\u662f\u5d29\u3002<\/p>\n
\n
\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250618064539-6852609333ec8.png\")
<\/p>\n
2. Jupyter：\u73a9\u6570\u636e\u4e0d\u7528\u6101 \u8fd9\u4e2a\u9002\u5408\u559c\u6b22\u6298\u817e\u6570\u636e\u7684\u4eba\u3002Jupyter MCP \u670d\u52a1\u5668\u8ba9\u4f60\u7684 AI \u80fd\u76f4\u63a5\u64cd\u63a7 Jupyter \u7b14\u8bb0\u672c \u2014\u2014 \u5c31\u662f\u90a3\u79cd\u4e13\u95e8\u641e\u6570\u636e\u5206\u6790\u7684\u5de5\u5177\u3002\u6211\u4e0d\u662f\u5565\u6570\u636e\u79d1\u5b66\u5bb6，\u4f46\u6211\u53eb Claude \u770b\u4e86\u6211\u5496\u5561\u5e97\u6d88\u8d39\u7684 CSV（\u8001\u5b9e\u8bf4\u633a\u4e22\u4eba），\u5b83\u771f\u5c31\u7ed9\u6211\u5206\u6790\u4e86\u3002<\/p>\n
\n
git clone https:\/\/github.com\/jjsantos01\/jupyter-notebook-mcp\u00a0<\/p>\n
cd jupyter-notebook-mcp\u00a0<\/p>\n
pip install -r requirements.txt\u00a0<\/p>\n
python server.py\u00a0<\/p>\n
\n
\u8dd1\u5728 localhost:8000 \u4e0a\u3002\u6211\u5bf9 Claude \u8bf4：<\/p>\n
\u6253\u5f00 coffee.csv，\u544a\u8bc9\u6211\u6211\u82b1\u4e86\u591a\u5c11\u94b1\u4e70\u62ff\u94c1\u3002<\/p>\n
Claude \u5efa\u4e86\u4e2a notebook，\u8dd1\u4e86\u51e0\u884c Python，\u7136\u540e\u8bf4：<\/p>\n
\u4f60\u8fd9\u4e2a\u6708\u5728\u62ff\u94c1\u4e0a\u82b1\u4e86 $87.50\u3002\u523a\u4e0d\u523a\u6fc0？<\/p>\n
\u6211\u81ea\u5df1\u4e00\u884c\u4ee3\u7801\u90fd\u6ca1\u5199，\u5c31\u50cf\u6709\u4e2a nerd \u670b\u53cb\u5e2e\u4f60\u7b97\u8d26\u4e00\u6837\u3002<\/p>\n
\n
3. Opik：\u770b\u6e05\u4f60 AI \u5e72\u4e86\u5565 Opik \u662f Comet \u51fa\u7684，\u5b83\u5c31\u662f\u4e3a\u4e86\u76d1\u63a7\u4f60\u7684 AI \u5e72\u4e86\u5565\u3002\u6bd4\u5982 AI \u5f00\u59cb\u778e\u56de\u7b54\u95ee\u9898\u4e86，Opik \u80fd\u5e2e\u4f60\u770b\u5230\u4e3a\u5565\u3002\u6211\u6709\u4e2a bot \u8001\u662f\u7b54\u5f97\u7279\u522b\u4e8c，\u540e\u6765\u7528 Opik \u4e00\u770b，\u539f\u6765\u662f API \u9650\u5236\u641e\u7684\u9b3c\u3002<\/p>\n
\n
git clone https:\/\/github.com\/comet-ml\/opik\u00a0<\/p>\n
cd opik\u00a0<\/p>\n
.\/opik.sh\u00a0<\/p>\n
\n
\u7136\u540e\u6211\u5728\u4ee3\u7801\u91cc\u52a0\u4e86：<\/p>\n
\n
import opik<\/p>\n
\n
opik.configure(use_local=True)<\/p>\n
\n
@opik.track\u00a0<\/p>\n
def ask_something(question):\u00a0<\/p>\n
\u00a0\u00a0\u00a0 return "You asked: " + question\u00a0<\/p>\n
\n
ask_something("\u665a\u996d\u5403\u5565？")<\/p>\n
\n
\n
\u6211\u8ddf Claude \u8bf4：<\/p>\n
\u7ed9\u6211\u770b\u770b\u6211\u7684 AI \u6700\u8fd1\u90fd\u5e72\u4e86\u5565\u3002<\/p>\n
\u5b83\u628a\u6bcf\u6b21\u8c03\u7528\u3001\u8017\u65f6\u3001\u7ec6\u8282\u5565\u7684\u90fd\u4e00\u80a1\u8111\u513f\u7529\u7ed9\u6211\u3002 \u50cf\u662f\u7ed9\u4f60\u7684 AI \u5b89\u4e86\u4e2a\u95f4\u8c0d，\u4e00\u6709\u6bdb\u75c5\u7acb\u9a6c\u63ea\u51fa\u6765\u3002<\/p>\n
\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250618064539-685260939cfde.png\")
<\/p>\n
\n
4. GitHub：\u8ba9 AI \u8ddf\u4f60\u4e00\u8d77\u5199\u4ee3\u7801 \u8fd9\u4e2a\u670d\u52a1\u5668\u662f GitHub \u5b98\u65b9\u51fa\u7684，\u8ba9\u4f60\u7684 AI \u80fd\u76f4\u63a5\u8bfb\u4f60\u4ed3\u5e93\u7684\u5185\u5bb9\u3002\u6211\u4e4b\u524d\u5fd9\u6210\u72d7，\u6ca1\u7a7a\u70b9\u5f00\u5341\u51e0\u4e2a tab \u67e5\u9879\u76ee\u8fdb\u5ea6，Claude \u4e00\u4e0b\u5c31\u7ed9\u6211\u5217\u51fa open \u7684 issues，\u7b80\u76f4\u6551\u547d\u3002<\/p>\n
\n
git clone https:\/\/github.com\/github\/github-mcp-server\u00a0<\/p>\n
cd github-mcp-server\u00a0<\/p>\n
npm install\u00a0<\/p>\n
export GITHUB_TOKEN=your_token\u00a0<\/p>\n
npm start\u00a0<\/p>\n
\n
\u5b83\u5728 localhost:4000\u3002\u6211\u8bf4：<\/p>\n
Claude，\u770b\u770b\u6211\u90a3\u4e2a \u2018side-hustle\u2019 \u4ed3\u5e93\u73b0\u5728\u5565\u60c5\u51b5？<\/p>\n
Claude \u56de\u6211：<\/p>\n
\u6709\u4e24\u4e2a\u95ee\u9898：\u4e00\u4e2a\u662f\u767b\u5f55\u7684 bug，\u53e6\u4e00\u4e2a\u662f\u8981\u52a0\u4e2a\u5206\u4eab\u6309\u94ae\u3002<\/p>\n
\u8fd9\u6837\u6211\u5c31\u4e0d\u7528\u6df9\u6b7b\u5728 GitHub \u901a\u77e5\u91cc\u4e86\u3002<\/p>\n
\n
5. FastAPI-MCP：\u8ba9 AI \u76f4\u63a5\u8c03\u4f60\u5199\u7684 API FastAPI-MCP \u662f\u4e2a\u5c0f\u5999\u62db，\u5b83\u80fd\u628a FastAPI \u5e94\u7528\u53d8\u6210 AI \u80fd\u76f4\u63a5\u8c03\u7684\u5de5\u5177\u3002\u6211\u81ea\u5df1\u505a\u4e86\u4e2a\u8bb0\u5f85\u529e\u4e8b\u9879\u7684 API，\u7528\u8fd9\u4e2a\u5c31\u80fd\u8ba9 Claude \u67e5\u8fdb\u5ea6，\u5565\u989d\u5916\u64cd\u4f5c\u90fd\u4e0d\u7528\u505a\u3002<\/p>\n
\n
git clone https:\/\/github.com\/jlowin\/fastmcp\u00a0<\/p>\n
cd fastmcp\u00a0<\/p>\n
pip install fastapi-mcp\u00a0<\/p>\n
\u7136\u540e\u6211\u6539\u4e86\u4e0b\u6211\u7684 FastAPI \u5e94\u7528：<\/p>\n
\n
from fastapi import FastAPI\u00a0<\/p>\n
from fastmcp import mcp\u00a0<\/p>\n
\n
app = FastAPI()\u00a0<\/p>\n
\n
@app.get("\/todo\/{item_id}")\u00a0<\/p>\n
async def get_todo(item_id: int):\u00a0<\/p>\n
\u00a0\u00a0\u00a0 return {"id": item_id, "task": f"Task {item_id}"}\u00a0<\/p>\n
\n
@mcp.tool()\u00a0<\/p>\n
async def get_todo_tool(item_id: int):\u00a0<\/p>\n
return await get_todo(item_id)<\/p>\n
\n
\u7528 uvicorn main:app –reload \u8dd1\u5728 localhost:8000，\u7136\u540e\u6211\u544a\u8bc9 Claude：<\/p>\n
\u6211\u5f85\u529e\u4e8b\u9879\u91cc\u7b2c 5 \u9879\u662f\u5565？<\/p>\n
Claude \u56de\u6211：<\/p>\n
\u7b2c 5 \u9879\u662f\u201c\u7ed9\u5988\u5988\u6253\u7535\u8bdd\u201d\u3002<\/p>\n
\u771f\u5c31\u662f\u8fd9\u4e48\u7b80\u5355，\u81ea\u5df1\u7ed9 Claude \u505a\u5de5\u5177\u90fd\u4e0d\u8d39\u52b2\u3002<\/p>\n
\u4e3a\u5565\u8fd9\u4e9b\u503c\u5f97\u4f60\u73a9\u4e00\u73a9？ \u6211\u73a9\u8fd9\u4e9b\u670d\u52a1\u5668\u771f\u7684\u73a9\u55e8\u4e86\u3002Stagehand \u64c5\u957f\u7f51\u9875，Jupyter \u73a9\u8f6c\u6570\u636e，Opik \u628a\u5173\u884c\u4e3a，GitHub \u662f\u7801\u519c\u798f\u97f3，FastAPI-MCP \u8ba9\u6211\u60f3\u505a\u5565\u5c31\u505a\u5565\u3002\u5168\u662f\u514d\u8d39\u7684，\u60f3\u600e\u4e48\u6539\u5c31\u600e\u4e48\u6539\u3002<\/p>\n
\u51e0\u70b9\u7ecf\u9a8c\u6559\u8bad：<\/p>\n
- \n
- \u5148\u6311\u4e00\u4e2a\u4f60\u611f\u5174\u8da3\u7684\u3002\u6211\u7b2c\u4e00\u4e2a\u73a9\u7684\u662f GitHub，\u8c01\u8ba9\u6211\u603b\u6ce1 repo\u3002<\/li>\n
- Claude Desktop \u662f\u6211\u6d4b\u8bd5\u7684\u9996\u9009\u3002<\/li>\n
- \u6bcf\u4e2a\u670d\u52a1\u5668\u7684 GitHub README \u90fd\u503c\u5f97\u597d\u597d\u770b \u2014\u2014 \u5e72\u8d27\u591a\u3002<\/li>\n
- \u5148\u5728\u672c\u5730\u73a9\u719f\u4e86，\u518d\u8003\u8651\u4e0a\u5927\u573a\u9762\u3002<\/li>\n<\/ul>\n
\n","protected":false},"excerpt":{"rendered":"
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