{"id":45553,"date":"2025-07-30T00:26:09","date_gmt":"2025-07-29T16:26:09","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/45553.html"},"modified":"2025-07-30T00:26:09","modified_gmt":"2025-07-29T16:26:09","slug":"%e6%96%b0%e7%89%88%e6%9c%accursor%e4%b8%ad%e9%85%8d%e7%bd%ae%e8%87%aa%e5%ae%9a%e4%b9%89mcp%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%95%99%e7%a8%8b%ef%bc%8c%e9%99%84mcp%e5%b7%a5%e5%85%b7%e5%bc%80%e5%8f%91","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/45553.html","title":{"rendered":"\u65b0\u7248\u672cCursor\u4e2d\u914d\u7f6e\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668\u6559\u7a0b\uff0c\u9644MCP\u5de5\u5177\u5f00\u53d1\u5b9e\u6218\u6e90\u7801"},"content":{"rendered":"<h2>\u5728 Cursor \u4e2d\u914d\u7f6e\u81ea\u5b9a\u4e49 MCP \u670d\u52a1\u5668&#xff1a;\u6253\u9020\u4f60\u7684 AI \u5f00\u53d1\u5de5\u5177\u94fe<\/h2>\n<h3>\u5f15\u8a00<\/h3>\n<p>\u968f\u7740 AI \u7f16\u7a0b\u52a9\u624b\u7684\u666e\u53ca&#xff0c;\u5f00\u53d1\u8005\u4eec\u8d8a\u6765\u8d8a\u5e0c\u671b\u80fd\u591f\u5b9a\u5236\u5316\u81ea\u5df1\u7684\u5f00\u53d1\u73af\u5883\u3002Cursor \u4f5c\u4e3a\u4e00\u6b3e\u5f3a\u5927\u7684 AI \u7f16\u7a0b\u7f16\u8f91\u5668&#xff0c;\u63d0\u4f9b\u4e86 Model Context Protocol (MCP) \u652f\u6301&#xff0c;\u65b0\u7248\u672c\u7684MCP\u914d\u7f6e\u91c7\u7528json\u6587\u4ef6\u914d\u7f6e\u65b9\u5f0f&#xff0c;\u4e0e\u8001\u7248\u672c\u914d\u7f6e\u65b9\u5f0f\u4e0d\u540c\u3002<\/p>\n<h3>\u4ec0\u4e48\u662f MCP&#xff1f;<\/h3>\n<p>Model Context Protocol (MCP) \u662f\u4e00\u79cd\u534f\u8bae&#xff0c;\u7528\u4e8e\u8fde\u63a5\u672c\u5730\u6216\u8fdc\u7a0b\u7684 AI \u6a21\u578b\u548c\u670d\u52a1\u3002\u5b83\u901a\u8fc7\u6807\u51c6\u8f93\u5165\u8f93\u51fa&#xff08;stdio&#xff09;\u8fdb\u884c\u901a\u4fe1&#xff0c;\u4f7f\u7528 JSON-RPC 2.0 \u534f\u8bae\u683c\u5f0f&#xff0c;\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u6269\u5c55 Cursor \u7684\u529f\u80fd&#xff0c;\u96c6\u6210\u81ea\u5df1\u7684 AI \u5de5\u5177\u3002<\/p>\n<p>MCP \u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e&#xff1a;<\/p>\n<ul>\n<li>\u6807\u51c6\u5316\u534f\u8bae&#xff1a;\u7edf\u4e00\u7684 JSON-RPC 2.0 \u683c\u5f0f<\/li>\n<li>\u672c\u5730\u96c6\u6210&#xff1a;\u65e0\u9700\u989d\u5916\u7684\u7f51\u7edc\u670d\u52a1<\/li>\n<li>\u7075\u6d3b\u6269\u5c55&#xff1a;\u652f\u6301\u81ea\u5b9a\u4e49\u5de5\u5177\u548c\u529f\u80fd<\/li>\n<li>\u5b89\u5168\u53ef\u9760&#xff1a;\u672c\u5730\u8fd0\u884c&#xff0c;\u6570\u636e\u4e0d\u5916\u6cc4<\/li>\n<\/ul>\n<h3>Cursor MCP \u914d\u7f6e\u57fa\u7840<\/h3>\n<h4>\u914d\u7f6e\u6587\u4ef6\u4f4d\u7f6e<\/h4>\n<p>Cursor \u7684 MCP \u914d\u7f6e\u5b58\u50a8\u5728\u7528\u6237\u8bbe\u7f6e\u4e2d&#xff0c;\u901a\u5e38\u4f4d\u4e8e&#xff1a;<\/p>\n<ul>\n<li>Windows: %APPDATA%\\\\.Cursor\\\\mcp.json<\/li>\n<\/ul>\n<h4>\u914d\u7f6e\u7ed3\u6784<\/h4>\n<p>MCP \u914d\u7f6e\u91c7\u7528 JSON \u683c\u5f0f&#xff0c;\u57fa\u672c\u7ed3\u6784\u5982\u4e0b&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string\">&#034;mcpServers&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;server-name&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;python&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;script.py&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;cwd&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\/path\/to\/script\/directory&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u914d\u7f6e\u53c2\u6570\u8bf4\u660e<\/h4>\n<ul>\n<li>mcpServers: MCP \u670d\u52a1\u5668\u914d\u7f6e\u7684\u6839\u8282\u70b9<\/li>\n<li>server-name: \u670d\u52a1\u5668\u540d\u79f0&#xff0c;\u7528\u4e8e\u6807\u8bc6\u4e0d\u540c\u7684 MCP \u670d\u52a1<\/li>\n<li>command: \u542f\u52a8\u547d\u4ee4&#xff0c;\u901a\u5e38\u662f python\u3001node \u7b49<\/li>\n<li>args: \u547d\u4ee4\u884c\u53c2\u6570\u6570\u7ec4&#xff0c;\u6307\u5b9a\u8981\u6267\u884c\u7684\u811a\u672c<\/li>\n<li>cwd: \u5de5\u4f5c\u76ee\u5f55&#xff0c;\u811a\u672c\u6587\u4ef6\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84<\/li>\n<\/ul>\n<h3>\u5b9e\u6218&#xff1a;\u914d\u7f6e AI Commit Message \u751f\u6210\u5668<\/h3>\n<p>\u8ba9\u6211\u4eec\u4ee5\u4e00\u4e2a\u5b9e\u7528\u7684 AI Commit Message \u751f\u6210\u5668\u4e3a\u4f8b&#xff0c;\u5c55\u793a\u5b8c\u6574\u7684 MCP \u914d\u7f6e\u8fc7\u7a0b\u3002<\/p>\n<h4>\u9879\u76ee\u7ed3\u6784<\/h4>\n<p>AI-commit-msg-MCP\/<br \/>\n\u251c\u2500\u2500 cursor_mcp_server_v2.py    # MCP \u670d\u52a1\u5668\u811a\u672c<br \/>\n\u251c\u2500\u2500 ai_commit.py               # AI \u751f\u6210\u903b\u8f91<br \/>\n\u251c\u2500\u2500 requirements.txt           # Python \u4f9d\u8d56<br \/>\n\u2514\u2500\u2500 README.md                 # \u9879\u76ee\u8bf4\u660e<\/p>\n<h4>1. \u521b\u5efa MCP \u670d\u52a1\u5668\u811a\u672c<\/h4>\n<p>\u9996\u5148&#xff0c;\u6211\u4eec\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u7b26\u5408 MCP \u534f\u8bae\u7684\u670d\u52a1\u5668\u811a\u672c&#xff1a;<\/p>\n<p><span class=\"token comment\">#!\/usr\/bin\/env python3<\/span><br \/>\n<span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\nCursor MCP Server &#8211; AI Commit Message \u751f\u6210\u5668<br \/>\n&#034;&#034;&#034;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> json<br \/>\n<span class=\"token keyword\">import<\/span> sys<br \/>\n<span class=\"token keyword\">import<\/span> os<br \/>\n<span class=\"token keyword\">import<\/span> git<br \/>\n<span class=\"token keyword\">from<\/span> typing <span class=\"token keyword\">import<\/span> Dict<span class=\"token punctuation\">,<\/span> Any<span class=\"token punctuation\">,<\/span> Optional<br \/>\n<span class=\"token keyword\">from<\/span> ai_commit <span class=\"token keyword\">import<\/span> AICommitGenerator<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">CursorMCPServer<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>ai_generator <span class=\"token operator\">&#061;<\/span> AICommitGenerator<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>request_id <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>initialized <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">send_response<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> result<span class=\"token punctuation\">:<\/span> Any <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">,<\/span> error<span class=\"token punctuation\">:<\/span> Any <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u53d1\u9001\u54cd\u5e94\u7ed9Cursor&#034;&#034;&#034;<\/span><br \/>\n        response <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;jsonrpc&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;2.0&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;id&#034;<\/span><span class=\"token punctuation\">:<\/span> self<span class=\"token punctuation\">.<\/span>request_id<br \/>\n        <span class=\"token punctuation\">}<\/span><\/p>\n<p>        <span class=\"token keyword\">if<\/span> error<span class=\"token punctuation\">:<\/span><br \/>\n            response<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> error<br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            response<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;result&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> result<\/p>\n<p>        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>json<span class=\"token punctuation\">.<\/span>dumps<span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> flush<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_initialize<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> params<span class=\"token punctuation\">:<\/span> Dict<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> Any<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5904\u7406\u521d\u59cb\u5316\u8bf7\u6c42&#034;&#034;&#034;<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>initialized <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;protocolVersion&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;2024-11-05&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;capabilities&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;tools&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;serverInfo&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;ai-commit-mcp&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;version&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;1.0.0&#034;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_tools_list<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> params<span class=\"token punctuation\">:<\/span> Dict<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> Any<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5904\u7406\u5de5\u5177\u5217\u8868\u8bf7\u6c42&#034;&#034;&#034;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> self<span class=\"token punctuation\">.<\/span>initialized<span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span>error<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;code&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">32002<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Server not initialized&#034;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">return<\/span><\/p>\n<p>        tools <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;generate_commit_message&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Generate a commit message based on git diff&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;inputSchema&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;object&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;properties&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token string\">&#034;diff&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                            <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Git diff content (optional)&#034;<\/span><br \/>\n                        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;repo_path&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                            <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Repository path&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;default&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;.&#034;<\/span><br \/>\n                        <span class=\"token punctuation\">}<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;get_commit_prompt&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Get commit message prompt data for Cursor AI&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;inputSchema&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;object&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;properties&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;get_staged_diff&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Get current git staged diff&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;inputSchema&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;object&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;properties&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token string\">&#034;repo_path&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                            <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Repository path&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;default&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;.&#034;<\/span><br \/>\n                        <span class=\"token punctuation\">}<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><\/p>\n<p>        self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;tools&#034;<\/span><span class=\"token punctuation\">:<\/span> tools<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_tools_call<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> params<span class=\"token punctuation\">:<\/span> Dict<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> Any<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5904\u7406\u5de5\u5177\u8c03\u7528\u8bf7\u6c42&#034;&#034;&#034;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> self<span class=\"token punctuation\">.<\/span>initialized<span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span>error<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;code&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">32002<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Server not initialized&#034;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">return<\/span><\/p>\n<p>        tool_name <span class=\"token operator\">&#061;<\/span> params<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        tool_args <span class=\"token operator\">&#061;<\/span> params<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> tool_name <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;generate_commit_message&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token comment\"># \u5904\u7406\u751f\u6210 commit message \u7684\u903b\u8f91<\/span><br \/>\n                diff <span class=\"token operator\">&#061;<\/span> tool_args<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;diff&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                repo_path <span class=\"token operator\">&#061;<\/span> tool_args<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;repo_path&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;.&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>                <span class=\"token keyword\">if<\/span> diff<span class=\"token punctuation\">:<\/span><br \/>\n                    prompt_data <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>ai_generator<span class=\"token punctuation\">.<\/span>get_commit_prompt_data<span class=\"token punctuation\">(<\/span>diff<span class=\"token punctuation\">,<\/span> repo_path<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                    diff <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>ai_generator<span class=\"token punctuation\">.<\/span>get_staged_diff<span class=\"token punctuation\">(<\/span>repo_path<span class=\"token punctuation\">)<\/span><br \/>\n                    prompt_data <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>ai_generator<span class=\"token punctuation\">.<\/span>get_commit_prompt_data<span class=\"token punctuation\">(<\/span>diff<span class=\"token punctuation\">,<\/span> repo_path<span class=\"token punctuation\">)<\/span><\/p>\n<p>                self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n                        <span class=\"token punctuation\">{<\/span><br \/>\n                            <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Commit message prompt generated successfully.\\\\n\\\\n**Prompt for Cursor AI:**\\\\n\\\\n<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>prompt_data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;prompt&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><br \/>\n                        <span class=\"token punctuation\">}<\/span><br \/>\n                    <span class=\"token punctuation\">]<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>            <span class=\"token keyword\">elif<\/span> tool_name <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;get_commit_prompt&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token comment\"># \u83b7\u53d6\u5f53\u524d staged changes \u7684\u63d0\u793a\u8bcd<\/span><br \/>\n                diff <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>ai_generator<span class=\"token punctuation\">.<\/span>get_staged_diff<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                prompt_data <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>ai_generator<span class=\"token punctuation\">.<\/span>get_commit_prompt_data<span class=\"token punctuation\">(<\/span>diff<span class=\"token punctuation\">)<\/span><\/p>\n<p>                self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n                        <span class=\"token punctuation\">{<\/span><br \/>\n                            <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Commit prompt data retrieved.\\\\n\\\\n**Prompt for Cursor AI:**\\\\n\\\\n<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>prompt_data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;prompt&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><br \/>\n                        <span class=\"token punctuation\">}<\/span><br \/>\n                    <span class=\"token punctuation\">]<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>            <span class=\"token keyword\">elif<\/span> tool_name <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;get_staged_diff&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token comment\"># \u83b7\u53d6\u5f53\u524d git staged diff<\/span><br \/>\n                repo_path <span class=\"token operator\">&#061;<\/span> tool_args<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;repo_path&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;.&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                diff <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>ai_generator<span class=\"token punctuation\">.<\/span>get_staged_diff<span class=\"token punctuation\">(<\/span>repo_path<span class=\"token punctuation\">)<\/span><\/p>\n<p>                <span class=\"token keyword\">if<\/span> diff<span class=\"token punctuation\">:<\/span><br \/>\n                    self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n                            <span class=\"token punctuation\">{<\/span><br \/>\n                                <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Current staged diff:\\\\n\\\\n&#096;&#096;&#096;diff\\\\n<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>diff<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#096;&#096;&#096;&#034;<\/span><\/span><br \/>\n                            <span class=\"token punctuation\">}<\/span><br \/>\n                        <span class=\"token punctuation\">]<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                    self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n                            <span class=\"token punctuation\">{<\/span><br \/>\n                                <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;No staged changes found.&#034;<\/span><br \/>\n                            <span class=\"token punctuation\">}<\/span><br \/>\n                        <span class=\"token punctuation\">]<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span>error<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;code&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">32601<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Tool not found: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>tool_name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span>error<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;code&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">32603<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Error calling tool <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>tool_name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_request<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> request<span class=\"token punctuation\">:<\/span> Dict<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> Any<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5904\u7406\u8bf7\u6c42&#034;&#034;&#034;<\/span><br \/>\n        method <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;method&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        params <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;params&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>request_id <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;id&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">if<\/span> method <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;initialize&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>handle_initialize<span class=\"token punctuation\">(<\/span>params<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">elif<\/span> method <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;tools\/list&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>handle_tools_list<span class=\"token punctuation\">(<\/span>params<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">elif<\/span> method <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;tools\/call&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>handle_tools_call<span class=\"token punctuation\">(<\/span>params<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>send_response<span class=\"token punctuation\">(<\/span>error<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;code&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">32601<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Method not found: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>method<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">run<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u8fd0\u884cMCP\u670d\u52a1\u5668&#034;&#034;&#034;<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;AI Commit MCP Server started&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">file<\/span><span class=\"token operator\">&#061;<\/span>sys<span class=\"token punctuation\">.<\/span>stderr<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">for<\/span> line <span class=\"token keyword\">in<\/span> sys<span class=\"token punctuation\">.<\/span>stdin<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                request <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>line<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                self<span class=\"token punctuation\">.<\/span>handle_request<span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">except<\/span> json<span class=\"token punctuation\">.<\/span>JSONDecodeError <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Invalid JSON: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>e<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">file<\/span><span class=\"token operator\">&#061;<\/span>sys<span class=\"token punctuation\">.<\/span>stderr<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">continue<\/span><br \/>\n            <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Error processing request: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>e<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">file<\/span><span class=\"token operator\">&#061;<\/span>sys<span class=\"token punctuation\">.<\/span>stderr<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">continue<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    server <span class=\"token operator\">&#061;<\/span> CursorMCPServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    server<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>2. Cursor MCP \u914d\u7f6e<\/h4>\n<p>\u5728 Cursor \u7684\u8bbe\u7f6e\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u914d\u7f6e&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string\">&#034;mcpServers&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;ai-commit-mcp&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;python&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;cursor_mcp_server_v2.py&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;cwd&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;D:\/myproject\/AI-commit-msg-MCP&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>3. \u914d\u7f6e\u8bf4\u660e<\/h4>\n<ul>\n<li>ai-commit-mcp: \u670d\u52a1\u5668\u540d\u79f0&#xff0c;\u53ef\u4ee5\u81ea\u5b9a\u4e49<\/li>\n<li>command: \u4f7f\u7528 Python \u89e3\u91ca\u5668<\/li>\n<li>args: \u6307\u5b9a\u8981\u6267\u884c\u7684\u811a\u672c\u6587\u4ef6<\/li>\n<li>cwd: \u811a\u672c\u6587\u4ef6\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84&#xff08;\u6ce8\u610f\u4f7f\u7528\u6b63\u659c\u6760&#xff09;<\/li>\n<\/ul>\n<h4>4. \u91cd\u542f Cursor<\/h4>\n<p>\u914d\u7f6e\u5b8c\u6210\u540e&#xff0c;\u5fc5\u987b\u91cd\u542f Cursor \u624d\u80fd\u751f\u6548\u3002<\/p>\n<h3>\u4f7f\u7528\u81ea\u5b9a\u4e49 MCP \u5de5\u5177<\/h3>\n<h4>\u9a8c\u8bc1\u914d\u7f6e<\/h4>\n<p>\u91cd\u542f Cursor \u540e&#xff0c;\u4f60\u5e94\u8be5\u80fd\u5728\u5de5\u5177\u9762\u677f\u4e2d\u770b\u5230 3 \u4e2a\u65b0\u5de5\u5177&#xff1a;<\/p>\n<ul>\n<li>generate_commit_message<\/li>\n<li>get_commit_prompt<\/li>\n<li>get_staged_diff<\/li>\n<\/ul>\n<h4>\u5728\u804a\u5929\u4e2d\u4f7f\u7528<\/h4>\n<p>\u5728 Cursor \u7684 AI \u804a\u5929\u4e2d&#xff0c;\u4f60\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177&#xff1a;<\/p>\n<p>\u8bf7\u5e2e\u6211\u751f\u6210\u4e00\u4e2a commit message<\/p>\n<p>AI \u4f1a\u81ea\u52a8\u8c03\u7528\u76f8\u5e94\u7684\u5de5\u5177\u6765\u83b7\u53d6 git diff \u5e76\u751f\u6210\u63d0\u793a\u8bcd\u3002<\/p>\n<h4>\u624b\u52a8\u8c03\u7528\u5de5\u5177<\/h4>\n<p>\u4f60\u4e5f\u53ef\u4ee5\u660e\u786e\u6307\u5b9a\u8981\u4f7f\u7528\u7684\u5de5\u5177&#xff1a;<\/p>\n<p>\u8bf7\u4f7f\u7528 get_commit_prompt \u5de5\u5177\u83b7\u53d6\u5f53\u524d\u7684 commit \u63d0\u793a\u8bcd<\/p>\n<h3>\u9ad8\u7ea7\u914d\u7f6e\u6280\u5de7<\/h3>\n<h4>1. \u591a\u670d\u52a1\u5668\u914d\u7f6e<\/h4>\n<p>\u4f60\u53ef\u4ee5\u914d\u7f6e\u591a\u4e2a MCP \u670d\u52a1\u5668&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string\">&#034;mcpServers&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;ai-commit-mcp&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;python&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;cursor_mcp_server_v2.py&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;cwd&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;D:\/myproject\/AI-commit-msg-MCP&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;code-analyzer&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;node&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;analyzer.js&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;cwd&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;C:\/tools\/code-analyzer&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;test-generator&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;python&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;test_gen.py&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;cwd&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\/home\/user\/test-tools&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>2. \u73af\u5883\u53d8\u91cf\u914d\u7f6e<\/h4>\n<p>\u5982\u679c\u9700\u8981\u4f20\u9012\u73af\u5883\u53d8\u91cf&#xff0c;\u53ef\u4ee5\u6dfb\u52a0 env \u914d\u7f6e&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string\">&#034;mcpServers&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;ai-commit-mcp&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;python&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;cursor_mcp_server_v2.py&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;cwd&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;D:\/myproject\/AI-commit-msg-MCP&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;env&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;OPENAI_API_KEY&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;your-api-key&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;DEBUG&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;true&#034;<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>3. \u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u7684\u8def\u5f84\u914d\u7f6e<\/h4>\n<p>\u4e3a\u4e86\u8de8\u5e73\u53f0\u517c\u5bb9&#xff0c;\u5efa\u8bae\u4f7f\u7528\u6b63\u659c\u6760&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string\">&#034;mcpServers&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;ai-commit-mcp&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;python&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;cursor_mcp_server_v2.py&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string\">&#034;cwd&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;D:\/myproject\/AI-commit-msg-MCP&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h3>\u6545\u969c\u6392\u9664<\/h3>\n<h4>\u5e38\u89c1\u95ee\u9898<\/h4>\n<li>\n<p>\u5de5\u5177\u663e\u793a\u4e3a 0 \u4e2a<\/p>\n<ul>\n<li>\u68c0\u67e5\u914d\u7f6e\u6587\u4ef6\u8def\u5f84\u662f\u5426\u6b63\u786e<\/li>\n<li>\u786e\u4fdd\u811a\u672c\u6587\u4ef6\u5b58\u5728\u4e14\u6709\u6267\u884c\u6743\u9650<\/li>\n<li>\u91cd\u542f Cursor<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5de5\u5177\u8c03\u7528\u5931\u8d25<\/p>\n<ul>\n<li>\u68c0\u67e5 Python \u73af\u5883\u662f\u5426\u6b63\u786e<\/li>\n<li>\u67e5\u770b Cursor \u8f93\u51fa\u9762\u677f\u7684\u9519\u8bef\u4fe1\u606f<\/li>\n<li>\u786e\u4fdd\u4f9d\u8d56\u5305\u5df2\u5b89\u88c5<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8def\u5f84\u95ee\u9898<\/p>\n<ul>\n<li>\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84<\/li>\n<li>\u907f\u514d\u8def\u5f84\u4e2d\u5305\u542b\u4e2d\u6587\u5b57\u7b26<\/li>\n<li>\u4f7f\u7528\u6b63\u659c\u6760\u4f5c\u4e3a\u8def\u5f84\u5206\u9694\u7b26<\/li>\n<\/ul>\n<\/li>\n<h4>\u8c03\u8bd5\u6280\u5de7<\/h4>\n<li>\n<p>\u67e5\u770b Cursor \u8f93\u51fa\u9762\u677f<\/p>\n<ul>\n<li>\u6253\u5f00 Cursor \u7684\u8f93\u51fa\u9762\u677f<\/li>\n<li>\u67e5\u770b MCP \u76f8\u5173\u7684\u65e5\u5fd7\u4fe1\u606f<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6d4b\u8bd5 MCP \u670d\u52a1\u5668<\/p>\n<ul>\n<li>\u521b\u5efa\u6d4b\u8bd5\u811a\u672c\u9a8c\u8bc1\u670d\u52a1\u5668\u529f\u80fd<\/li>\n<li>\u786e\u4fdd JSON-RPC \u534f\u8bae\u5b9e\u73b0\u6b63\u786e<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u68c0\u67e5\u6587\u4ef6\u6743\u9650<\/p>\n<ul>\n<li>\u786e\u4fdd\u811a\u672c\u6587\u4ef6\u53ef\u8bfb\u53ef\u6267\u884c<\/li>\n<li>\u68c0\u67e5\u5de5\u4f5c\u76ee\u5f55\u6743\u9650<\/li>\n<\/ul>\n<\/li>\n<h3>\u6700\u4f73\u5b9e\u8df5<\/h3>\n<h4>1. \u9879\u76ee\u7ec4\u7ec7<\/h4>\n<ul>\n<li>\u5c06 MCP \u670d\u52a1\u5668\u811a\u672c\u653e\u5728\u72ec\u7acb\u7684\u76ee\u5f55\u4e2d<\/li>\n<li>\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7ba1\u7406\u914d\u7f6e<\/li>\n<li>\u521b\u5efa\u8be6\u7ec6\u7684\u6587\u6863\u8bf4\u660e<\/li>\n<\/ul>\n<h4>2. \u9519\u8bef\u5904\u7406<\/h4>\n<ul>\n<li>\u5b9e\u73b0\u5b8c\u5584\u7684\u9519\u8bef\u5904\u7406\u673a\u5236<\/li>\n<li>\u63d0\u4f9b\u6709\u610f\u4e49\u7684\u9519\u8bef\u4fe1\u606f<\/li>\n<li>\u8bb0\u5f55\u8be6\u7ec6\u7684\u65e5\u5fd7\u4fe1\u606f<\/li>\n<\/ul>\n<h4>3. 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\u670d\u52a1\u5668\u7ec4\u5408\u6210\u5b8c\u6574\u7684\u5f00\u53d1\u5de5\u5177\u94fe&#xff1a;<\/p>\n<ul>\n<li>\u4ee3\u7801\u5206\u6790 \u2192 \u6d4b\u8bd5\u751f\u6210 \u2192 \u6587\u6863\u66f4\u65b0<\/li>\n<li>\u63d0\u4ea4\u4fe1\u606f\u751f\u6210 \u2192 \u4ee3\u7801\u5ba1\u67e5 \u2192 \u90e8\u7f72<\/li>\n<\/ul>\n<h4>3. \u793e\u533a\u8d21\u732e<\/h4>\n<p>\u5c06\u4f60\u7684 MCP \u5de5\u5177\u5f00\u6e90&#xff0c;\u4f9b\u5176\u4ed6\u5f00\u53d1\u8005\u4f7f\u7528&#xff1a;<\/p>\n<ul>\n<li>\u53d1\u5e03\u5230 GitHub<\/li>\n<li>\u521b\u5efa\u8be6\u7ec6\u7684\u5b89\u88c5\u6587\u6863<\/li>\n<li>\u63d0\u4f9b\u793a\u4f8b\u548c\u6559\u7a0b<\/li>\n<\/ul>\n<h3>\u603b\u7ed3<\/h3>\n<p>Cursor \u7684 MCP \u529f\u80fd\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6269\u5c55\u80fd\u529b&#xff0c;\u8ba9\u6211\u4eec\u80fd\u591f\u5b9a\u5236\u5316\u81ea\u5df1\u7684 AI 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