{"id":241,"date":"2025-09-03T20:15:43","date_gmt":"2025-09-03T12:15:43","guid":{"rendered":"https:\/\/blog.zeronely.cn\/?p=241"},"modified":"2025-10-08T12:59:39","modified_gmt":"2025-10-08T04:59:39","slug":"mcp%e4%b8%8e%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%8e%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93%e8%b0%83%e5%ba%a6","status":"publish","type":"post","link":"https:\/\/blog.zeronely.cn\/index.php\/2025\/09\/03\/mcp%e4%b8%8e%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%8e%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93%e8%b0%83%e5%ba%a6\/","title":{"rendered":"MCP\u4e0e\u5927\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u8c03\u5ea6"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Day1 \u5b66\u4e60\u7b14\u8bb0\uff1aMCP \u4e0e\u591a\u667a\u80fd\u4f53\u8c03\u5ea6\u57fa\u7840<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6838\u5fc3\u6982\u5ff5<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">MCP\uff08Model Context Protocol\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u4e49<\/strong>\uff1a\u4e00\u79cd\u7edf\u4e00\u534f\u8bae\uff0c\u5e2e\u52a9\u5927\u6a21\u578b\u8c03\u7528\u5916\u90e8\u5de5\u5177\u3001API \u548c\u6570\u636e\u6e90\u3002<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u63d0\u4f9b <strong>\u7edf\u4e00\u63a5\u53e3<\/strong>\uff0c\u4e0d\u7ba1\u662f\u6570\u636e\u5e93\u8fd8\u662f Web API\uff0c\u90fd\u80fd\u4ee5\u76f8\u540c\u65b9\u5f0f\u88ab\u8c03\u7528\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b <strong>\u5b89\u5168\u9694\u79bb<\/strong>\uff0c\u6a21\u578b\u4e0d\u4f1a\u76f4\u63a5\u8bbf\u95ee\u7cfb\u7edf\uff0c\u800c\u662f\u901a\u8fc7 MCP \u4ee3\u7406\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b <strong>\u4e0a\u4e0b\u6587\u7ba1\u7406<\/strong>\uff0c\u8ba9\u6a21\u578b\u80fd\u83b7\u53d6\u5916\u90e8\u4fe1\u606f\u8865\u5145\u81ea\u5df1\u7684\u77e5\u8bc6\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udc49 \u7c7b\u6bd4\uff1aMCP \u5c31\u50cf <strong>\u64cd\u4f5c\u7cfb\u7edf API<\/strong>\uff0c\u8ba9 LLM \u80fd\u5b89\u5168\u8c03\u7528\u7cfb\u7edf\u529f\u80fd\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u667a\u80fd\u4f53\u8c03\u5ea6\uff08Multi-Agent Scheduling\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u4e49<\/strong>\uff1a\u5728\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u4e2d\uff0c\u8c03\u5ea6\u5668\u8d1f\u8d23\u51b3\u5b9a <strong>\u54ea\u4e2a Agent \u505a\u4ec0\u4e48\u4efb\u52a1\u3001\u4ec0\u4e48\u65f6\u5019\u505a<\/strong>\u3002<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u4f53\uff08Agent\uff09<\/strong>\uff1a\u6709\u7279\u5b9a\u80fd\u529b\u7684\u89d2\u8272\uff08\u641c\u7d22\u3001\u8ba1\u7b97\u3001\u7ffb\u8bd1\u2026\u2026\uff09\u3002<\/li>\n\n\n\n<li><strong>\u8c03\u5ea6\u5668\uff08Scheduler\/Planner\uff09<\/strong>\uff1a\u901a\u5e38\u662f LLM\uff0c\u8d1f\u8d23\u4efb\u52a1\u5206\u89e3\u3001\u5206\u914d\u3001\u534f\u8c03\u3002<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udc49 \u7c7b\u6bd4\uff1a\u8c03\u5ea6\u5668 = \u9879\u76ee\u7ecf\u7406\uff0cAgent = \u56e2\u961f\u6210\u5458\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">MCP \u4e0e\u591a\u667a\u80fd\u4f53\u8c03\u5ea6\u7684\u5173\u7cfb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u667a\u80fd\u4f53\u8c03\u5ea6<\/strong>\uff1a\u89e3\u51b3\u300c\u8c01\u6765\u5e72\u6d3b\u300d\u3002<\/li>\n\n\n\n<li><strong>MCP<\/strong>\uff1a\u89e3\u51b3\u300c\u600e\u4e48\u8c03\u7528\u8fd9\u4e9b Agent\/\u5de5\u5177\u300d\u3002<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc \u7b80\u5355\u516c\u5f0f\uff1a<br><strong>\u8c03\u5ea6\u903b\u8f91\uff08LLM Planner\uff09 + MCP \u901a\u4fe1\u534f\u8bae = \u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u95ed\u73af<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u73af\u5883\u642d\u5efa<\/h2>\n\n\n\n<p>\u5efa\u8bae\u7528 Python + \u865a\u62df\u73af\u5883\uff08conda\/venv\uff09\uff0c\u5e76\u5b89\u88c5\u5e38\u7528\u4f9d\u8d56\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u521b\u5efa\u865a\u62df\u73af\u5883\nconda create -n mcp-agents python=3.10 -y\nconda activate mcp-agents\n\n# \u5b89\u88c5\u5fc5\u8981\u5e93\npip install openai langchain llama-index\n<\/code><\/pre>\n\n\n\n<p>\u5982\u679c\u4f7f\u7528\u5f00\u6e90\u6a21\u578b\uff08\u5982 Qwen \/ MiniCPM-V\uff09\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install transformers accelerate\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">3. LLM \u57fa\u7840\u5b9e\u9a8c<\/h2>\n\n\n\n<p>\u4ee5 OpenAI GPT \u4e3a\u4f8b\uff08\u6362\u6210\u5176\u4ed6 LLM \u4e5f\u53ef\u4ee5\uff09\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import openai\n\nclient = openai.OpenAI(\n        api_key=\"\u4f60\u7684api\",\n        base_url=\"https:\/\/api.zhongzhuan.chat\/v1\"#\u8fd9\u91cc\u6211\u4f7f\u7528\u4e86\u7b2c\u4e09\u65b9api\n    )\n\nresponse = client.chat.completions.create(\n        model=\"gpt-4\",\n        messages=&#91;{\"role\": \"user\", \"content\": \"\u8bf7\u7528\u4e00\u53e5\u8bdd\u89e3\u91ca\u4ec0\u4e48\u662fMCP\uff08\u6a21\u578b\u4e0a\u4e0b\u6587\uff09\u534f\u8bae\"\n        \"\"}]\n    )\n\nprint(response.choices&#91;0].message.content)\n<\/code><\/pre>\n\n\n\n<p>\u2705 \u9884\u671f\u8f93\u51fa\uff1a\u4e00\u53e5\u7b80\u6d01\u89e3\u91ca\uff0c\u6bd4\u5982\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cMCP \u662f\u4e00\u79cd\u6807\u51c6\u534f\u8bae\uff0c\u8ba9\u5927\u6a21\u578b\u80fd\u5b89\u5168\u8c03\u7528\u5916\u90e8\u5de5\u5177\u548c\u6570\u636e\u6e90\u3002\u201d<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u4eca\u5929\u7684\u5b66\u4e60\u76ee\u6807 \u2705<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7406\u89e3 MCP \u548c\u591a\u667a\u80fd\u4f53\u8c03\u5ea6\u7684\u5173\u7cfb\u3002<\/li>\n\n\n\n<li>\u5b8c\u6210\u73af\u5883\u642d\u5efa\u3002<\/li>\n\n\n\n<li>\u6210\u529f\u8c03\u7528\u4e00\u6b21 LLM API\u3002<\/li>\n<\/ol>\n\n\n\n<h1 class=\"wp-block-heading\">Day2 \u5b66\u4e60\u7b14\u8bb0\uff1aMCP \u5165\u95e8<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1. MCP \u5de5\u5177\uff08Tool\uff09\u7684\u6982\u5ff5<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u4e49<\/strong>\uff1a\u5728 MCP \u4f53\u7cfb\u4e2d\uff0c\u5de5\u5177\u5c31\u662f LLM \u53ef\u4ee5\u8c03\u7528\u7684\u5916\u90e8\u529f\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u6709\u6e05\u6670\u7684\u63a5\u53e3\uff08\u8f93\u5165\u53c2\u6570\u3001\u8fd4\u56de\u7ed3\u679c\uff09\u3002<\/li>\n\n\n\n<li>\u6ce8\u518c\u5230 MCP \u540e\uff0cLLM \u624d\u80fd\u4f7f\u7528\u3002<\/li>\n\n\n\n<li>\u53ef\u4ee5\u662f\u672c\u5730\u51fd\u6570 \/ Web API \/ \u6570\u636e\u5e93 \/ \u53e6\u4e00\u4e2a Agent\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udc49 \u7c7b\u6bd4\uff1a<br>MCP \u5de5\u5177 = \u7ed9 LLM \u5f00\u653e\u7684\u5b89\u5168 API\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2. MCP \u5de5\u5177\u7684\u57fa\u672c\u7ed3\u6784<\/h2>\n\n\n\n<p>\u901a\u5e38\u9700\u8981\u5305\u542b\u4ee5\u4e0b\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5de5\u5177\u540d\uff08\u5982 <code>get_weather<\/code>\uff09<\/li>\n\n\n\n<li>\u529f\u80fd\u63cf\u8ff0\uff08\u544a\u8bc9 LLM \u5de5\u5177\u80fd\u505a\u4ec0\u4e48\uff09<\/li>\n\n\n\n<li>\u8f93\u5165\u53c2\u6570\uff08\u544a\u8bc9 LLM \u9700\u8981\u54ea\u4e9b\u53c2\u6570\uff09<\/li>\n\n\n\n<li>\u8c03\u7528\u903b\u8f91\uff08\u5177\u4f53\u7684 Python\/\u4ee3\u7801\u5b9e\u73b0\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u793a\u4f8b\uff1a\u5929\u6c14\u67e5\u8be2\u5de5\u5177<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5de5\u5177\u5b9e\u73b0\uff08<code>mcp_tools.py<\/code>\uff09<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>import json\n\ndef get_weather(city: str) -&gt; str:\n    # \u6a21\u62df\u5929\u6c14\u6570\u636e\n    fake_weather = {\n        \"\u5317\u4eac\": \"\u6674\uff0c25\u2103\",\n        \"\u4e0a\u6d77\": \"\u591a\u4e91\uff0c28\u2103\",\n        \"\u5e7f\u5dde\": \"\u96f7\u9635\u96e8\uff0c30\u2103\"\n    }\n    return fake_weather.get(city, \"\u672a\u627e\u5230\u8be5\u57ce\u5e02\u7684\u5929\u6c14\u4fe1\u606f\")\n\n\n# MCP \u98ce\u683c\u7684\u5de5\u5177\u6ce8\u518c\nTOOLS = {\n    \"get_weather\": {\n        \"description\": \"\u67e5\u8be2\u6307\u5b9a\u57ce\u5e02\u7684\u5929\u6c14\",\n        \"parameters\": {\n            \"city\": \"\u9700\u8981\u67e5\u8be2\u7684\u57ce\u5e02\u540d\u79f0\"\n        },\n        \"function\": get_weather\n    }\n}\n\n# \u8c03\u7528\u5165\u53e3\ndef call_tool(tool_name, **kwargs):\n    tool = TOOLS.get(tool_name)\n    if not tool:\n        return json.dumps({\"error\": \"tool not found\"})\n    return tool&#91;\"function\"](**kwargs)\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u62df LLM \u8c03\u7528\uff08<code>main.py<\/code>\uff09<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>from mcp_tools import call_tool\n\n# \u6a21\u62df LLM \u8bf7\u6c42\u8c03\u7528\u5de5\u5177\nrequest = {\n    \"tool\": \"get_weather\",\n    \"args\": {\"city\": \"\u5317\u4eac\"}\n}\n\n# \u8c03\u5ea6 MCP \u5de5\u5177\nresult = call_tool(request&#91;\"tool\"], **request&#91;\"args\"])\nprint(\"MCP \u8fd4\u56de\u7ed3\u679c\uff1a\", result)\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u8fd0\u884c\u7ed3\u679c<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>python main.py\n<\/code><\/pre>\n\n\n\n<p>\u8f93\u51fa\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>MCP \u8fd4\u56de\u7ed3\u679c\uff1a \u6674\uff0c25\u2103\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u4eca\u5929\u7684\u5b66\u4e60\u76ee\u6807 \u2705<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7406\u89e3 MCP \u5de5\u5177\u7684\u6982\u5ff5\u548c\u4f5c\u7528\u3002<\/li>\n\n\n\n<li>\u4f1a\u5199\u4e00\u4e2a\u6700\u5c0f\u7684 MCP \u5de5\u5177\uff08<code>get_weather<\/code>\uff09\u3002<\/li>\n\n\n\n<li>\u80fd\u6a21\u62df LLM \u8c03\u7528 MCP \u5de5\u5177\u5e76\u8fd4\u56de\u7ed3\u679c\u3002<\/li>\n<\/ol>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udcd8 Day3 \u5b66\u4e60\u7b14\u8bb0 \u2014 \u57fa\u4e8e\u5927\u6a21\u578b\u7684 MCP \u8c03\u5ea6\u5668<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u5b66\u4e60\u76ee\u6807<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7406\u89e3\u5927\u6a21\u578b\u5728\u591a\u667a\u80fd\u4f53\u8c03\u5ea6\u7cfb\u7edf\u4e2d\u7684\u4f5c\u7528\uff1b<\/li>\n\n\n\n<li>\u638c\u63e1\u5982\u4f55\u628a LLM \u63a5\u5165 MCP \u6846\u67b6\uff0c\u5b9e\u73b0\u667a\u80fd\u5de5\u5177\u8c03\u7528\uff1b<\/li>\n\n\n\n<li>\u5b9e\u8df5\u6784\u5efa\u4e00\u4e2a <strong>LLM \u9a71\u52a8\u7684 MCP \u8c03\u5ea6\u5668<\/strong> \u539f\u578b\uff1b<\/li>\n\n\n\n<li>\u7406\u89e3\u53c2\u6570\u5339\u914d\u3001\u4efb\u52a1\u89e3\u6790\u548c\u591a\u5de5\u5177\u8c03\u7528\u7684\u903b\u8f91\u3002<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u7406\u8bba\u603b\u7ed3<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 MCP \u4e0e\u8c03\u5ea6\u5668\u7ed3\u5408<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>MCP \u63d0\u4f9b\u4e86\u4e00\u4e2a\u5b89\u5168\u3001\u6807\u51c6\u5316\u7684\u63a5\u53e3\uff0c\u7528\u4e8e LLM \u8c03\u7528\u5de5\u5177\uff08\u5982\u5929\u6c14\u67e5\u8be2\u3001\u8ba1\u7b97\u3001\u641c\u7d22\uff09\u3002<\/li>\n\n\n\n<li>\u8c03\u5ea6\u5668\u7684\u4f5c\u7528\u662f<strong>\u5224\u65ad\u4efb\u52a1\u7c7b\u578b\u3001\u9009\u62e9\u5de5\u5177\u3001\u4f20\u9012\u53c2\u6570<\/strong>\uff0c\u5f62\u6210\u95ed\u73af\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237\u4efb\u52a1 \u2192 LLM \u8c03\u5ea6\u5668 \u2192 MCP \u5de5\u5177\u8c03\u7528 \u2192 \u7ed3\u679c\u8fd4\u56de \u2192 LLM \u51b3\u7b56\u4e0b\u4e00\u6b65\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 \u5927\u6a21\u578b\u8c03\u5ea6\u539f\u7406<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5927\u6a21\u578b\uff08GPT\uff09\u4f5c\u4e3a\u8c03\u5ea6\u5668\uff0c\u80fd\u591f\u7406\u89e3\u81ea\u7136\u8bed\u8a00\u4efb\u52a1\u5e76\u63a8\u7406\u51fa\uff1a\n<ul class=\"wp-block-list\">\n<li>\u8c03\u7528\u54ea\u4e2a\u5de5\u5177\uff1b<\/li>\n\n\n\n<li>\u5de5\u5177\u53c2\u6570\u5982\u4f55\u6784\u9020\uff1b<\/li>\n\n\n\n<li>\u662f\u5426\u9700\u8981\u591a\u6b65\u8c03\u7528\u591a\u4e2a\u5de5\u5177\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u76f8\u6bd4\u786c\u7f16\u7801\u89c4\u5219\uff0cLLM \u8c03\u5ea6\u66f4\u7075\u6d3b\uff0c\u53ef\u5e94\u5bf9\u590d\u6742\u548c\u591a\u6b65\u4efb\u52a1\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3\ufe0f\u20e3 \u5e38\u89c1\u95ee\u9898\u4e0e\u89e3\u51b3\u65b9\u6cd5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53c2\u6570\u540d\u4e0d\u5339\u914d<\/strong>\uff1a\u6a21\u578b\u8f93\u51fa\u53c2\u6570\u540d\u53ef\u80fd\u4e0e\u51fd\u6570\u5b9a\u4e49\u4e0d\u4e00\u81f4\u3002\n<ul class=\"wp-block-list\">\n<li>\u89e3\u51b3\u65b9\u6848\uff1a\n<ol class=\"wp-block-list\">\n<li>\u5728 prompt \u4e2d\u660e\u786e\u6bcf\u4e2a\u5de5\u5177\u7684\u53c2\u6570\u540d\uff1b<\/li>\n\n\n\n<li>\u5728\u8c03\u7528\u524d\u505a\u53c2\u6570\u6620\u5c04\u517c\u5bb9\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u591a\u6b65\u4efb\u52a1<\/strong>\uff1a\u9700\u8981\u8ba9 LLM \u5148\u89c4\u5212\uff0c\u518d\u4f9d\u6b21\u8c03\u7528\u5de5\u5177\uff08Chain-of-Thought\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u5b9e\u9a8c\u8bb0\u5f55<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 MCP \u5de5\u5177\u5217\u8868<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5de5\u5177\u540d<\/th><th>\u529f\u80fd<\/th><th>\u53c2\u6570<\/th><\/tr><\/thead><tbody><tr><td>get_weather<\/td><td>\u67e5\u8be2\u6307\u5b9a\u57ce\u5e02\u5929\u6c14<\/td><td>city<\/td><\/tr><tr><td>calculate<\/td><td>\u6267\u884c\u6570\u5b66\u8868\u8fbe\u5f0f<\/td><td>expression<\/td><\/tr><tr><td>search_web<\/td><td>\u7b80\u6613\u7f51\u9875\u641c\u7d22<\/td><td>query<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 LLM \u8c03\u5ea6\u5668\u6838\u5fc3\u903b\u8f91<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7528\u6237\u8f93\u5165\u4efb\u52a1 \u2192 \u53d1\u9001\u7ed9 LLM\uff1b<\/li>\n\n\n\n<li>LLM \u8f93\u51fa JSON \u683c\u5f0f\uff0c\u5305\u542b\uff1a<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>{\"tool\": \"\u5de5\u5177\u540d\", \"args\": {\"\u53c2\u6570\u540d\": \"\u53c2\u6570\u503c\"}}\n<\/code><\/pre>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>Python \u7a0b\u5e8f\u89e3\u6790 JSON \u2192 \u8c03\u7528\u5bf9\u5e94 MCP \u5de5\u5177 \u2192 \u8fd4\u56de\u7ed3\u679c\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">3\ufe0f\u20e3 \u5b9e\u9a8c\u6837\u4f8b\u4efb\u52a1\u4e0e\u8f93\u51fa<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7528\u6237\u4efb\u52a1<\/th><th>\u6a21\u578b\u8f93\u51fa<\/th><th>\u8c03\u7528\u7ed3\u679c<\/th><\/tr><\/thead><tbody><tr><td>\u5317\u4eac\u7684\u5929\u6c14<\/td><td><code>{\"tool\": \"get_weather\", \"args\": {\"city\": \"\u5317\u4eac\"}}<\/code><\/td><td>\u6674\uff0c25\u2103<\/td><\/tr><tr><td>2+3<\/td><td><code>{\"tool\": \"calculate\", \"args\": {\"expression\": \"2+3\"}}<\/code><\/td><td>\u8ba1\u7b97\u7ed3\u679c\u662f\uff1a5<\/td><\/tr><tr><td>MCP\u662f\u4ec0\u4e48<\/td><td><code>{\"tool\": \"search_web\", \"args\": {\"query\": \"MCP\"}}<\/code><\/td><td>MCP\uff08Model Context Protocol\uff09\u662f\u4e00\u79cd\u8ba9LLM\u5b89\u5168\u4f7f\u7528\u5916\u90e8\u5de5\u5177\u7684\u6807\u51c6<\/td><\/tr><tr><td>\u5317\u4eac\u5929\u6c14\u4e583<\/td><td><code>{\"tool\": \"get_weather\", \"args\": {\"city\": \"\u5317\u4eac\"}}<\/code><\/td><td>\u8c03\u7528\u6210\u529f\uff0c\u907f\u514d\u4e86\u53c2\u6570\u540d\u9519\u8bef\uff08\u5df2\u505a\u6620\u5c04\u5904\u7406\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5b9e\u8df5\u603b\u7ed3<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6210\u529f\u5c06\u5927\u6a21\u578b\u4f5c\u4e3a MCP \u8c03\u5ea6\u5668\uff0c\u5b9e\u73b0 <strong>\u667a\u80fd\u5316\u5de5\u5177\u8c03\u7528<\/strong>\uff1b<\/li>\n\n\n\n<li>\u5b66\u4f1a\u4e86 <strong>Prompt\u8bbe\u8ba1<\/strong> \u5f71\u54cd\u6a21\u578b\u8f93\u51fa\u89c4\u8303\uff1b<\/li>\n\n\n\n<li>\u7406\u89e3\u4e86\u591a\u5de5\u5177\u8c03\u7528\u3001\u591a\u6b65\u4efb\u52a1\u89c4\u5212\u7684\u5fc5\u8981\u6027\uff1b<\/li>\n\n\n\n<li>\u638c\u63e1\u4e86 <strong>\u53c2\u6570\u6620\u5c04\u548c\u5bb9\u9519\u673a\u5236<\/strong>\uff0c\u4fdd\u8bc1 MCP \u5de5\u5177\u8c03\u7528\u7a33\u5b9a\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Day1 \u5b66\u4e60\u7b14\u8bb0\uff1aMCP \u4e0e\u591a\u667a\u80fd\u4f53\u8c03\u5ea6\u57fa\u7840 1. \u6838\u5fc3\u6982\u5ff5 MCP\uff08Model Context Proto [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-241","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/241","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/comments?post=241"}],"version-history":[{"count":4,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/241\/revisions"}],"predecessor-version":[{"id":250,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/241\/revisions\/250"}],"wp:attachment":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/media?parent=241"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/categories?post=241"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/tags?post=241"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}