{"id":19259,"date":"2025-08-10T10:31:55","date_gmt":"2025-08-10T02:31:55","guid":{"rendered":"https:\/\/www.orczhou.com\/?p=19259"},"modified":"2025-12-16T14:42:20","modified_gmt":"2025-12-16T06:42:20","slug":"using-mcp-to-assitant-llm-solve-24-puzzle","status":"publish","type":"post","link":"https:\/\/www.orczhou.com\/index.php\/2025\/08\/using-mcp-to-assitant-llm-solve-24-puzzle\/","title":{"rendered":"\u4f7f\u7528 MCP \u5e2e\u52a9\u5927\u6a21\u578b\u89e3\u51b324\u70b9\u95ee\u9898"},"content":{"rendered":"<div id=\"tocer-1\" class=\"tocer tocer-d-lc tocer-t-lc tocer-m-lc tocer-pos-flt-e\"><div class=\"tocer-toc\"><header class=\"tocer-header\"><h2 class=\"tocer-title\">\u76ee\u5f55<\/h2>\n<\/header>\n<ul class=\"tocer-list tocer-adv tocer-sp-os-bf tocer-st-ctrs-dec tocer-lvl1\"><li class=\"tocer-has-sub\"><div><a href=\"#tocer-heading-1\">\u521b\u5efa MCP Server<\/a><\/div>\n<ul class=\"tocer-sublist tocer-lvl2\"><li><div><a href=\"#tocer-heading-2\">\u521b\u5efa24\u70b9\u8ba1\u7b97\u7684MCP Server<\/a><\/div><\/li>\n<li><div><a href=\"#tocer-heading-3\">\u672c\u5730\u8fd0\u884c\u8be5MCP Server<\/a><\/div><\/li>\n<\/ul>\n<\/li>\n<li class=\"tocer-has-sub\"><div><a href=\"#tocer-heading-4\">\u5728Hugging Face\u4e0a\u53d1\u5e03 MCP Server<\/a><\/div>\n<ul class=\"tocer-sublist tocer-lvl2\"><li><div><a href=\"#tocer-heading-5\">\u524d\u63d0\u8981\u6c42<\/a><\/div><\/li>\n<li><div><a href=\"#tocer-heading-6\">\u521b\u5efa Space<\/a><\/div><\/li>\n<li><div><a href=\"#tocer-heading-7\">\u63d0\u4ea4\u4ee3\u7801<\/a><\/div><\/li>\n<li><div><a href=\"#tocer-heading-8\">\u8c03\u8bd5<\/a><\/div><\/li>\n<\/ul>\n<\/li>\n<li class=\"tocer-has-sub\"><div><a href=\"#tocer-heading-9\">\u5728Cursor\u4e2d\u914d\u7f6e\u8be5MCP\u670d\u52a1<\/a><\/div>\n<ul class=\"tocer-sublist tocer-lvl2\"><li><div><a href=\"#tocer-heading-10\">\u914d\u7f6e\u65b0\u7684MCP\u670d\u52a1<\/a><\/div><\/li>\n<li><div><a href=\"#tocer-heading-11\">\u67e5\u770bCursor\u4e2dMCP\u914d\u7f6e\u72b6\u6001<\/a><\/div><\/li>\n<li><div><a href=\"#tocer-heading-12\">\u5728Cursor\u4e2d\u4f7f\u7528\u8be5MCP\u670d\u52a1<\/a><\/div><\/li>\n<li><div><a href=\"#tocer-heading-13\">\u5728\u6211\u7684Cursor\u4e0a\u4f7f\u7528\u8be5MCP<\/a><\/div><\/li>\n<\/ul>\n<\/li>\n<li class=\"tocer-has-sub\"><div><a href=\"#tocer-heading-14\">\u5176\u4ed6<\/a><\/div>\n<ul class=\"tocer-sublist tocer-lvl2\"><li><div><a href=\"#tocer-heading-15\">\u66f4\u6362Gradio\u7684\u9ed8\u8ba4\u914d\u8272\u4e3b\u9898<\/a><\/div><\/li>\n<\/ul>\n<\/li>\n<li><div><a href=\"#tocer-heading-16\">\u6700\u540e<\/a><\/div><\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<style>\n.orczhoufont {\n  font-family: \"Times New Roman\", Times, \"\u4eff\u5b8b\", \"FangSong\", \"\u534e\u6587\u4eff\u5b8b\", \"STFangsong\", serif; !important\n}\n<\/style>\n\n\n\n<p class=\"orczhoufont\">\u5927\u8bed\u8a00\u6a21\u578b\u975e\u5e38\u975e\u5e38\u5f3a\u5927\uff0c\u4f46\u4e5f\u6709\u4e00\u4e9b\u5f31\u70b9\u3002\u4f8b\u5982\uff0c\u9700\u8981\u7cbe\u786e\u63a8\u7406\u4e0e\u8ba1\u7b97\u7684\u573a\u666f\u3001\u5b9e\u65f6\u6570\u636e\uff08\u5982\u5929\u6c14\uff09\u83b7\u53d6\u7b49\u3002MCP\u5219\u662f\u5bf9\u8fd9\u7c7b\u5916\u90e8\u80fd\u529b\u6269\u5c55\u7684\u4e00\u4e2a\u63a5\u53e3\uff0c\u8ba9\u5927\u6a21\u578b\/Agent\u90fd\u80fd\u591f\u4fbf\u6377\u7684\u63a5\u5165\u5916\u90e8\u5de5\u5177\u89e3\u51b3\u6b64\u7c7b\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u901a\u8fc7\u6f14\u793a\u521b\u5efa\u4e00\u4e2a\u5916\u90e8\u8ba1\u7b9724\u70b9\u7684\u7a0b\u5e8f\uff08MCP Server\uff09\uff0c\u8ba9Cursor Agent\u8bbf\u95eeLLM\u65f6\u5177\u5907\u5feb\u901f\u768424\u70b9\u8ba1\u7b97\u80fd\u529b\uff0c\u4ece\u800c\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u4e86\u89e3\u5982\u4f55\u6784\u5efa\u4e00\u4e2aMCP Server\u3002\u8be524\u70b9\u8ba1\u7b97\u7684MCP Server\u4e5f\u5df2\u7ecf\u5728&#x1f917; Hugging Face\u5bf9\u5916\u53d1\u5e03\uff0c\u4f60\u4e5f\u53ef\u4ee5\u63a5\u5165\u4f60\u7684Cursor\uff08\u6216\u5176\u4ed6MCP Host\uff09\u8fdb\u884c\u6d4b\u8bd5\uff08\u53c2\u8003\u672c\u6587\u5c0f\u7ed3\uff1a\u5728Cursor\u4e2d\u914d\u7f6eMCP\u5de5\u5177\uff09<sup>[1]<\/sup>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u521b\u5efa MCP Server<\/h3>\n\n\n\n<p>\u73b0\u5728\u5404\u79cd\u5de5\u5177\u6846\u67b6\u5df2\u7ecf\u628a<code>MCP<\/code>\u5165\u95e8\u6784\u5efa\u7684\u95e8\u69db\u964d\u4f4e\u975e\u5e38\u4f4e\u4e86\uff0c\u8fd9\u91cc\u5c06\u4f7f\u7528<code><a href=\"https:\/\/gradio.app\/\">Gradio<\/a><\/code>\u6784\u5efa\u4e00\u4e2a24\u70b9\u8ba1\u7b97\u7684\u7a0b\u5e8f\uff0c\u5e76\u4ee5<code>MCP Server<\/code>\u7684\u65b9\u5f0f\u63d0\u4f9b\u7ed9\u5404<code>MCP Host<\/code>\uff08\u672c\u6587\u662f<code>Cursor<\/code>\uff09\u4f7f\u7528\uff0c\u540c\u65f6\u5c06\u8be5<code>MCP Server<\/code>\u53d1\u5e03\u5728<code>&#x1f917; Hugging Face<\/code>\u7684<code>Space<\/code>\u4e0a\uff0c\u4ee5\u4f9b\u5176\u4ed6\u4eba\u6d4b\u8bd5\u548c\u4f7f\u7528\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u521b\u5efa24\u70b9\u8ba1\u7b97\u7684MCP Server<\/h4>\n\n\n\n<p>\u4f7f\u7528<code>Gradio<\/code>\u521b\u5efaMCP\u7684\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<pre class=\"wp-block-code\"><code lang=\"python\" class=\"language-python\">#\n# A project for mcp learning by orczhou\n#\nfrom solve_24_game import solve_24_game\nimport gradio as gr\n\ndef gradio_interface(a, b, c, d):\n    return solve_24_game([a, b, c, d])\n\n# Create the Gradio interface\ndemo = gr.Interface(\n    fn=gradio_interface,\n    title=\"solve the 24 game\/puzzle\",\n    inputs=[\n        gr.Number(label=\"Number 1\", value=1),\n        gr.Number(label=\"Number 2\", value=2),\n        gr.Number(label=\"Number 3\", value=3),\n        gr.Number(label=\"Number 4\", value=4),\n    ],\n    outputs=\"text\",\n    flagging_mode=\"never\",\n    description=\"Solves the 24-point game. Given a list of four numbers, it attempts to find a mathematical expression using addition, subtraction, multiplication, and division that evaluates to 24. Each number must be used exactly once.\",\n    theme=gr.themes.Ocean()\n)\n\n# Launch the interface and MCP server\nif __name__ == \"__main__\":\n    demo.launch(mcp_server=True)<\/code><\/pre>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Gradio \u4e0d\u4ec5\u53ef\u4ee5\u5feb\u901f\u6784\u5efa\u53ef\u89c6\u5316\u7684\u4ea4\u4e92\u754c\u9762\uff08\u901a\u5e38\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u9886\u57df\uff09\uff0c\u8fd8\u53ef\u4ee5\u975e\u5e38\u7b80\u5355\u7684\u6784\u5efa\u8d77MCP Server\uff0c\u5e76\u5c06\u5176\u6258\u7ba1\u4e8e<code>&#x1f917; Hugging Face<\/code>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"python\" class=\"language-python\">    demo.launch(mcp_server=True)<\/code><\/pre>\n\n\n\n<p>\u5728\u542f\u52a8\u65f6\uff0c\u65b0\u589e<code>mcp_server=True<\/code>\u5373\u53ef\u4ee5\u540c\u65f6\u542f\u52a8\u4e00\u4e2a\u4e0e\u6b64\u754c\u9762\u201c\u76f8\u540c\u201d\u7684<code>MCP Server<\/code>\u3002<\/p>\n\n\n\n<p>\u5de6\u4fa7\u7684\u4ee3\u7801\u9996\u5148\u521b\u5efa\u4e86\u4e00\u4e2a\u5982\u4e0b<code>Web<\/code>\u670d\u52a1\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"733\" src=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3-1024x733.png\" alt=\"\" class=\"wp-image-19288\" srcset=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3-1024x733.png 1024w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3-300x215.png 300w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3-768x549.png 768w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3.png 1532w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5728\u521b\u5efa\u4e86\u4e0a\u8ff0\u7684Web\u670d\u52a1\u7684\u540c\u65f6\uff0c<code>Gradio<\/code>\u8fd8\u4f1a\u540c\u65f6\u521b\u5efa\u4e86\u4e00\u4e2a\u5982\u4e0b<code>Endpoint<\/code>\u7684MCP Server\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code class=\"\">https:\/\/orczhou-solve-24-game.hf.space\/gradio_api\/mcp\/sse<\/code><\/pre>\n\n\n\n<p>\u5982\u679c\u662f\u672c\u5730\u8fd0\u884c\uff0c<code>Endpoint<\/code>\u5219\u53ef\u80fd\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code class=\"\">http:\/\/127.0.0.1:7860\/gradio_api\/mcp\/<\/code><\/pre>\n\n\n\n<p>\u8fd9\u91cc\u89e3\u51b324\u70b9\u95ee\u9898\u7684\u4ee3\u7801\u5b58\u50a8\u5728\u6587\u4ef6<code>solve_24_game.py<\/code>\u4e2d\uff0c\u4ee3\u7801\u53c2\u8003\uff1a<a href=\"https:\/\/huggingface.co\/spaces\/orczhou\/solve_24_game\/blob\/main\/solve_24_game.py\">solve_24_game.py<\/a>\u3002\u5982\u4f55\u89e3\u51b324\u70b9\u95ee\u9898\u5e76\u4e0d\u662f\u672c\u6587\u7684\u91cd\u70b9\uff0c\u8fd9\u91cc\u4e0d\u505a\u8be6\u8ff0\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u672c\u5730\u8fd0\u884c\u8be5MCP Server<\/h4>\n\n\n\n<p>\u5728\u672c\u5730\uff0c\u5219\u53ea\u9700\u8981\u4f7f\u7528<code>python3 app.py<\/code>\u547d\u4ee4\u5373\u53ef\u8fd0\u884c\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"bash\" class=\"language-bash\"> python3 app.py\n* Running on local URL:  http:\/\/127.0.0.1:7860\n* To create a public link, set `share=True` in `launch()`.\n\n&#x1f528; Launching MCP server:\n** Streamable HTTP URL: http:\/\/127.0.0.1:7860\/gradio_api\/mcp\/\n* [Deprecated] SSE URL: http:\/\/127.0.0.1:7860\/gradio_api\/mcp\/sse<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728Hugging Face\u4e0a\u53d1\u5e03 MCP Server<\/h3>\n\n\n\n<p>\u5728 <code>&#x1f917; Hugging Face<\/code>\u4e0a\u53ef\u4ee5\u975e\u5e38\u65b9\u4fbf\u7684\u521b\u5efa\u5e76\u6258\u7ba1\u7b80\u5355\u7684MCP Server\u3002\u8be6\u7ec6\u7684\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003\uff1a<a href=\"https:\/\/huggingface.co\/docs\/hub\/en\/spaces-mcp-servers\">Spaces as MCP servers<\/a>\u3002\u8fd9\u91cc\u6f14\u793a\u5982\u4f55\u8fdb\u884c\u64cd\u4f5c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u524d\u63d0\u8981\u6c42<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9996\u5148\uff0c\u4f60\u8981\u6709\u4e00\u4e2a<code>&#x1f917; Hugging Face<\/code>\u7684\u8d26\u53f7\uff0c\u6ce8\u518c\u5373\u53ef<\/li>\n\n\n\n<li>\uff08\u53ef\u9009\uff09\u53ef\u80fd\u8fd8\u9700\u8981\u8fdb\u884c\u5145\u503c\u4e0e\u4fe1\u7528\u5361\u7ed1\u5b9a<\/li>\n\n\n\n<li>\u51c6\u5907\u597d<code>&#x1f917; Hugging Face<\/code>\u7684<code>Token<\/code>\uff0c\u5e76\u914d\u7f6e\u597d\u6743\u9650<\/li>\n<\/ol>\n\n\n\n<p>\u901a\u5e38\uff0cHugging Face\u8fd0\u884c\u7a0b\u5e8f\u7684\u8d44\u6e90\u662f\u9700\u8981\u4ed8\u8d39\u7684\u3002\u4f46\u662f\u4e5f\u6709\u90e8\u5206\u514d\u8d39\u8d44\u6e90\uff0c\u4f8b\u5982<code>MCP<\/code>\u6258\u7ba1\u7684\u65f6\u5019\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u514d\u8d39\u7684<code>CPU Basic(2 vCPU 16 GB RAM)<\/code>\u7684\u514d\u8d39\u8d44\u6e90\uff08\u5f53\u524d\u514d\u8d39\uff0c\u672a\u6765\u4e5f\u53ef\u80fd\u662f\u8ba1\u8d39\u7684\uff09\u3002<\/p>\n\n\n\n<p>\u5728\u672c\u5730\u4ee3\u7801\u5411<code>Space<\/code>\u4e0a\u63a8\u9001\u7684\u65f6\u5019\uff0c\u5219\u9700\u8981\u901a\u8fc7<code>Token<\/code>\u7684\u65b9\u5f0f\u8fdb\u884c\u8ba4\u8bc1\u548c\u6743\u9650\u7ba1\u7406\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u521b\u5efa Space<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>\u8fdb\u5165<code>&#x1f917; Hugging Face<\/code>\uff0c\u8fdb\u5165<code>Space<\/code>\uff0c\u70b9\u51fb\u201c<code>+ New Space<\/code>\u201d\u521b\u5efa\u65b0\u7684<code>Space<\/code>\uff0c\u5219\u8fdb\u5165\u53f3\u4fa7\u7684\u521b\u5efa\u8868\u5355\u3002<\/p>\n\n\n\n<p>\u6ce8\u610f\u5230\uff0c\u5728<code>Space Hardware<\/code>\u9009\u9879\u4e2d\uff0c\u8fd9\u91cc\u7684<code>CPU Basic 2 vCPU 16GB<\/code>\u662f\u514d\u8d39\u89c4\u683c\uff0c\u8fd9\u91cc\u7528\u4f5c\u4e2a\u4eba\u6d4b\u8bd5\u6545\u9009\u62e9\u514d\u8d39\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u8fd9\u91cc\u9009\u62e9\u4e86<code>Gradio<\/code>\u6a21\u677f\u8fdb\u884c\u521b\u5efa\u3002<\/p>\n\n\n\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u8fd9\u91cc<code>&#x1f917; Hugging Face<\/code>\u628a\u76f8\u5173\u64cd\u4f5c\u7684\u5165\u95e8\u95e8\u69db\u964d\u5230\u4e86\u975e\u5e38\u4f4e\u7684\u7a0b\u5ea6\uff0c\u5bf9\u521d\u5b66\u8005\u975e\u5e38\u53cb\u597d\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u63d0\u4ea4\u4ee3\u7801<\/h4>\n\n\n\n<p>\u5728\u5b8c\u6210\u521b\u5efa\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528 <code>git<\/code>\u60f3\u4ed3\u5e93\u4e2d\u63d0\u4ea4\u4ee3\u7801\uff0c<code>Space<\/code>\u5219\u4f1a\u6839\u636e\u4ee3\u7801\u67b6\u6784\uff0c\u5b8c\u5168\u81ea\u52a8\u5316\u7684\u6784\u5efa\u4e00\u4e2aMCP Server\u5411\u516c\u7f51\u63d0\u4f9b\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u4ee3\u7801\u63d0\u4ea4\u53ef\u4ee5\u53c2\u8003\u5982\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"816\" height=\"1024\" src=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-2-816x1024.png\" alt=\"\" class=\"wp-image-19281\" srcset=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-2-816x1024.png 816w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-2-239x300.png 239w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-2-768x964.png 768w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-2-1224x1536.png 1224w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-2.png 1254w\" sizes=\"auto, (max-width: 816px) 100vw, 816px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"bash\" class=\"language-bash\">git clone https:\/\/huggingface.co\/spaces\/orczhou\/solve_24_game\ncd solve_24_game\ngit add solve_24_game.py app.py\ngit commit -m \"mcp for 24 point game\"\ngit remote add origin https:\/\/huggingface.co\/spaces\/orczhou\/solve_24_game\ngit push -u origin main<\/code><\/pre>\n\n\n\n<p>\u8865\u5145\u8bf4\u660e\uff1a\u9996\u5148\u5728Hugging Face\u6258\u7ba1\u5219\u9700\u8981\u628a\u7a0b\u5e8f\u547d\u540d\u4e3a<code>app.py<\/code>\uff0c\u6b64\u5916\uff0c\u8fd8\u9700\u8981\u7f16\u5199\u4e00\u4e2a<code>requirements.txt<\/code>\u6587\u4ef6\u8bf4\u660ePythone\u7a0b\u5e8f\u9700\u8981\u7684\u4e00\u4e9b\u6a21\u5757\uff0c\u8fd9\u91cc\u4ec5\u9700\u8981<code>gradio[mcp]<\/code>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code class=\"\">cat requirements.txt\ngradio[mcp]<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u8c03\u8bd5<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>\u8fd9\u91cc\u4f7f\u7528<code>Hugging Face<\/code>\u548c<code>Gradio<\/code>\u6784\u5efa\u7684<code>MCP<\/code>\u670d\u52a1\uff0c\u53ef\u4ee5\u975e\u5e38\u65b9\u4fbf\u7684\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u754c\u9762\u8fdb\u884c\u67e5\u770b\u670d\u52a1\uff0c\u4f8b\u5982\uff0c\u5728\u8fd9\u91cc\u53ef\u4ee5\u901a\u8fc7\uff0c\u5982\u4e0b\u7684<code>URL<\/code>\u6765\u8fdb\u884c\u67e5\u770b\u8be5\u670d\u52a1\u662f\u5426\u6b63\u5e38\uff1a<a href=\"https:\/\/huggingface.co\/spaces\/orczhou\/solve_24_game\">solve the 24 game\/puzzle<\/a>\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u53ef\u4ee5\u901a\u8fc7<code>curl<\/code>\u547d\u4ee4\u8fdb\u884c\u8c03\u8bd5\uff0c\u4ee5\u786e\u8ba4<code>MCP<\/code>\u670d\u52a1\u662f\u5426\u6b63\u5e38\uff1a<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"733\" src=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3-1024x733.png\" alt=\"\" class=\"wp-image-19288\" style=\"width:386px;height:auto\" srcset=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3-1024x733.png 1024w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3-300x215.png 300w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3-768x549.png 768w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-3.png 1532w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<pre class=\"wp-block-code\"><code lang=\"bash\" class=\"language-bash\">curl -X POST \\\n  -H \"Content-Type: application\/json\" \\\n  -H \"Accept: application\/json, text\/event-stream\" \\\n  -d '{\n    \"jsonrpc\": \"2.0\",\n    \"id\": 1,\n    \"method\": \"tools\/list\",\n    \"params\": {}\n  }' \\\n  -L \\\n  https:\/\/orczhou-solve-24-game.hf.space\/gradio_api\/mcp\/<\/code><\/pre>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<pre class=\"wp-block-code\"><code lang=\"json\" class=\"language-json\">data: {\n  \"jsonrpc\":\"2.0\",\n  \"id\":1,\n  \"result\":{\n    \"tools\":[{\n      \"name\":\"solve_24_game_gradio_interface\",\n      \"description\":\"\",\n      \"inputSchema\":{\n        \"type\":\"object\",\n        \"properties\":{\n          \"a\":{\"type\":\"number\", \"default\":1 },\n          \"b\":{\"type\":\"number\", \"default\":2 },\n          \"c\":{\"type\":\"number\", \"default\":3 },\n          \"d\":{\"type\":\"number\", \"default\":4 }\n        }\n      }\n}]}}<\/code><\/pre>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728Cursor\u4e2d\u914d\u7f6e\u8be5MCP\u670d\u52a1<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u914d\u7f6e\u65b0\u7684MCP\u670d\u52a1<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>\u5728<code>Cursor<\/code>\u7684<code>Settings-&gt;Tools &amp; Integrations<\/code>\u4e2d\u627e\u5230<code>MCP Tools<\/code>\uff0c\u5c31\u53ef\u4ee5\u901a\u8fc7<code>New MCP Server<\/code>\u5904\u7f16\u8f91<code>mcp.json<\/code>\uff0c\u4ece\u800c\u589e\u52a0<code>MCP Tools<\/code>\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u914d\u7f6e\uff0c\u53c2\u8003\u5982\u4e0b\uff1a<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"637\" src=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-4-1024x637.png\" alt=\"\" class=\"wp-image-19292\" style=\"width:406px;height:auto\" srcset=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-4-1024x637.png 1024w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-4-300x187.png 300w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-4-768x478.png 768w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-4-1536x956.png 1536w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-4.png 1636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"json\" class=\"language-json\">{\n  \"mcpServers\": {\n    \"solve_24_game\": {\n      \"type\": \"sse\",\n      \"url\": \"https:\/\/orczhou-solve-24-game.hf.space\/gradio_api\/mcp\/sse\"\n    }\n  }\n} <\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u67e5\u770bCursor\u4e2dMCP\u914d\u7f6e\u72b6\u6001<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>\u9996\u6b21\u6d4b\u8bd5\u548c\u4f7f\u7528MCP\u65f6\uff0c\u8fd8\u662f\u6bd4\u8f83\u5bb9\u6613\u51fa\u9519\u7684\u3002\u53ef\u4ee5\u901a\u8fc7\u4e0a\u8ff0\u7684<code>MCP Tools<\/code>\u5904\uff08\u53f3\u56fe\uff09\u53ef\u4ee5\u67e5\u770bMCP\u7684\u72b6\u6001\uff0c\u5df2\u7ecf\u8be5MCP\u4e2d\u53ef\u7528\u7684\u5de5\u5177\u3002<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"254\" src=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-5-1024x254.png\" alt=\"\" class=\"wp-image-19296\" srcset=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-5-1024x254.png 1024w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-5-300x74.png 300w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-5-768x191.png 768w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-5.png 1088w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\">\u5728Cursor\u4e2d\u4f7f\u7528\u8be5MCP\u670d\u52a1<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>\u5728<code>Agent<\/code>\u6a21\u5f0f\u4e0b\u8fdb\u884c\u5bf9\u8bdd\uff0c<code>Cursor<\/code>\u80cc\u540e\u7684\u5927\u6a21\u578b\u5c31\u53ef\u4ee5\u4f7f\u7528\u8be5<code>MCP<\/code>\u7684\u80fd\u529b\u3002\u4e3a\u4e86\u907f\u514d<code>Agent<\/code>\u751f\u6210\u4ee3\u7801\uff08<code>Cursor<\/code>\u7684Agent\u603b\u662f\u503e\u5411\u4e8e\u751f\u6210\u4ee3\u7801\u89e3\u51b3\u95ee\u9898\uff09\uff0c\u6545\u4f7f\u7528\u5982\u4e0b\u63d0\u793a\u8bcd\u63d0\u95ee\uff1a<\/p>\n\n\n\n<p>\u201c<span style=\"text-decoration: underline;\">\u4e0d\u8981\u751f\u6210\u4efb\u4f55\u4ee3\u7801\uff0c\u4f7f\u7528\u5de5\u5177\u8ba1\u7b97\u5982\u4e0b24\u70b9\u95ee\u9898\uff1a 2 5 5 10<\/span>\u201d\u3002<\/p>\n\n\n\n<p>\u8fd4\u56de\u7684\u7ed3\u679c\u5982\u53f3\u56fe\u3002\u53ef\u4ee5\u770b\u5230\uff0c\u5927\u6a21\u578b\u62ff\u5230\u8fd4\u56de\u7684\u7ed3\u679c<code>(5-(2\/10))*5<\/code>\u540e\uff0c\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u89e3\u91ca\u4e0e\u56de\u7b54\u3002<code>MCP<\/code>\u8be6\u7ec6\u7684\u8c03\u7528\u8fc7\u7a0b\u5982\u4e0b\uff0c\u5305\u62ec\u4e86\u4f7f\u7528\u7684\u53c2\u6570\u3001\u8fd4\u56de\u7684\u7ed3\u679c\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"730\" height=\"484\" src=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-7.png\" alt=\"\" class=\"wp-image-19299\" srcset=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-7.png 730w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-7-300x199.png 300w\" sizes=\"auto, (max-width: 730px) 100vw, 730px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"704\" height=\"1024\" src=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-6-704x1024.png\" alt=\"\" class=\"wp-image-19298\" srcset=\"https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-6-704x1024.png 704w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-6-206x300.png 206w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-6-768x1117.png 768w, https:\/\/www.orczhou.com\/wp-content\/uploads\/2025\/08\/image-6.png 796w\" sizes=\"auto, (max-width: 704px) 100vw, 704px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5728\u6211\u7684Cursor\u4e0a\u4f7f\u7528\u8be5MCP<\/h4>\n\n\n\n<p>\u56e0\u4e3a\u8fd9\u91cc\u521b\u5efa\u7684<code>MCP Server<\/code>\u662f\u8fd0\u884c\u5728\u516c\u7f51\u73af\u5883\uff0c\u6545\u5728\u4f60\u672c\u5730\u7684Cursor\u6216\u8005\u5176\u4ed6MCP Host\u4e0a\u4e5f\u53ef\u4ee5\u914d\u7f6e\u548c\u4f7f\u7528\u8be5MCP\u670d\u52a1\uff0c\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003\u4e0a\u8ff0\u5c0f\u7ed3\u201c\u914d\u7f6e\u65b0\u7684MCP\u670d\u52a1\u201d\uff0c\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5176\u4ed6<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u66f4\u6362Gradio\u7684\u9ed8\u8ba4\u914d\u8272\u4e3b\u9898<\/h4>\n\n\n\n<p>\u53ef\u4ee5\u4f7f\u7528 <code>theme=gr.themes.Ocean()<\/code>\u9009\u9879\u66f4\u6539\u4e3b\u9898\u9009\u9879\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"python\" class=\"language-python\"># Create the Gradio interface\ndemo = gr.Interface(\n    ...\n    theme=gr.themes.Ocean()\n)<\/code><\/pre>\n\n\n\n<p>\u66f4\u591a\u7684\u914d\u8272\u4e3b\u9898\u53ef\u4ee5\u53c2\u8003\uff1a<a href=\"https:\/\/www.gradio.app\/guides\/theming-guide\">Theming Guide<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u540e<\/h3>\n\n\n\n<p>\u5927\u6a21\u578b\u8bf4\uff1a\u201c\u6211\u4e0d\u9700\u8981\u5e2e\u52a9\uff0c\u611a\u8822\u7684\u4eba\u7c7b\uff01\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5927\u8bed\u8a00\u6a21\u578b\u975e\u5e38\u975e\u5e38\u5f3a\u5927\uff0c\u4f46\u4e5f\u6709\u4e00\u4e9b\u5f31\u70b9\u3002\u4f8b\u5982\uff0c\u9700\u8981\u7cbe\u786e\u63a8\u7406\u4e0e\u8ba1\u7b97\u7684\u573a\u666f\u3001\u5b9e\u65f6\u6570\u636e\uff08\u5982\u5929\u6c14\uff09\u83b7\u53d6\u7b49\u3002MCP\u5219\u662f\u5bf9\u8fd9\u7c7b\u5916\u90e8\u80fd\u529b\u6269\u5c55\u7684\u4e00\u4e2a\u63a5\u53e3&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"wp-custom-template-a-1440-px-width-template","format":"standard","meta":{"_eb_attr":"","inline_featured_image":false,"_tocer_settings":[],"footnotes":""},"categories":[137],"tags":[],"class_list":["post-19259","post","type-post","status-publish","format-standard","hentry","category-learning-more"],"_links":{"self":[{"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/posts\/19259","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/comments?post=19259"}],"version-history":[{"count":41,"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/posts\/19259\/revisions"}],"predecessor-version":[{"id":21413,"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/posts\/19259\/revisions\/21413"}],"wp:attachment":[{"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/media?parent=19259"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/categories?post=19259"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.orczhou.com\/index.php\/wp-json\/wp\/v2\/tags?post=19259"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}