{"id":29880,"date":"2025-04-04T02:16:20","date_gmt":"2025-04-03T18:16:20","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29880"},"modified":"2025-09-25T21:16:31","modified_gmt":"2025-09-25T13:16:31","slug":"serena","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/serena\/","title":{"rendered":"Serena\uff1a\u8bed\u4e49\u68c0\u7d22\u548c\u7f16\u8f91\u4ee3\u7801\u7684\u514d\u8d39MCP\u5de5\u5177"},"content":{"rendered":"<p>Serena \u662f Oraios AI \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u6b3e\u514d\u8d39\u5f00\u6e90\u7f16\u7a0b\u5de5\u5177\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\u3002\u5b83\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u4ee3\u7801\u52a9\u624b\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u4f60\u7684\u4ee3\u7801\u5e93\u4e2d\u5de5\u4f5c\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5206\u6790\u3001\u7f16\u8f91\u548c\u6267\u884c\u4ee3\u7801\u3002Serena \u901a\u8fc7\u8bed\u8a00\u670d\u52a1\u5668\u534f\u8bae\uff08LSP\uff09\u5b9e\u73b0\u8bed\u4e49\u5206\u6790\uff0c\u80fd\u5feb\u901f\u7406\u89e3\u4ee3\u7801\u7ed3\u6784\u3002\u5b83\u8fd8\u80fd\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u96c6\u6210\uff0c\u6bd4\u5982 <a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">Claude<\/a> \u6216\u5176\u4ed6\u514d\u8d39\u6a21\u578b\uff0c\u65e0\u9700\u989d\u5916\u8ba2\u9605\u8d39\u7528\u3002Serena \u7684\u8bbe\u8ba1\u521d\u8877\u662f\u8ba9\u5f00\u53d1\u8005\u6446\u8131\u6602\u8d35\u7684\u5de5\u5177\u4f9d\u8d56\uff0c\u63d0\u4f9b\u5b9e\u7528\u3001\u9ad8\u6548\u7684\u7f16\u7a0b\u652f\u6301\u3002\u5b83\u9002\u5408\u4e2a\u4eba\u5f00\u53d1\u8005\u3001\u5c0f\u578b\u56e2\u961f\uff0c\u751a\u81f3\u5927\u578b\u9879\u76ee\u4f7f\u7528\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29881\" title=\"Serena\uff1a\u8bed\u4e49\u68c0\u7d22\u548c\u7f16\u8f91\u4ee3\u7801\u7684\u514d\u8d39MCP\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d4805f37691e221.png\" alt=\"Serena\uff1a\u8bed\u4e49\u68c0\u7d22\u548c\u7f16\u8f91\u4ee3\u7801\u7684\u514d\u8d39MCP\u5de5\u5177-1\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d4805f37691e221.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d4805f37691e221-768x432.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d4805f37691e221-1536x864.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d4805f37691e221-18x10.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u8bed\u4e49\u68c0\u7d22\uff1a\u6839\u636e\u4ee3\u7801\u542b\u4e49\u67e5\u627e\u7b26\u53f7\u3001\u5f15\u7528\u6216\u5b9a\u4e49\u3002<\/li>\n<li>\u4ee3\u7801\u7f16\u8f91\uff1a\u652f\u6301\u63d2\u5165\u3001\u66ff\u6362\u3001\u5220\u9664\u4ee3\u7801\u5757\uff0c\u64cd\u4f5c\u7cbe\u51c6\u3002<\/li>\n<li>\u547d\u4ee4\u6267\u884c\uff1a\u5728\u9879\u76ee\u4e2d\u8fd0\u884c\u6d4b\u8bd5\u6216\u811a\u672c\uff0c\u67e5\u770b\u7ed3\u679c\u3002<\/li>\n<li>\u9879\u76ee\u6982\u89c8\uff1a\u663e\u793a\u76ee\u5f55\u7ed3\u6784\u548c\u6587\u4ef6\u5185\u5bb9\u603b\u7ed3\u3002<\/li>\n<li>\u591a\u8bed\u8a00\u652f\u6301\uff1a\u76f4\u63a5\u652f\u6301 Python\u3001Java\u3001TypeScript\uff0c\u95f4\u63a5\u652f\u6301\u66f4\u591a\u8bed\u8a00\u3002<\/li>\n<li>\u8bb0\u5fc6\u5b58\u50a8\uff1a\u4fdd\u5b58\u5206\u6790\u8bb0\u5f55\uff0c\u4f9b\u540e\u7eed\u4f7f\u7528\u3002<\/li>\n<li>LLM \u96c6\u6210\uff1a\u901a\u8fc7 <a href=\"https:\/\/www.kdjingpai.com\/model-context-protocol\/\">MCP<\/a> \u6216 <a href=\"https:\/\/www.kdjingpai.com\/agno\/\">Agno<\/a> \u6846\u67b6\u4e0e\u8bed\u8a00\u6a21\u578b\u914d\u5408\u3002<\/li>\n<li>\u5f00\u6e90\u514d\u8d39\uff1a\u65e0\u9700 API \u5bc6\u94a5\u6216\u4ed8\u8d39\u5373\u53ef\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>Serena \u7684\u5b89\u88c5\u548c\u4f7f\u7528\u9700\u8981\u4e00\u4e9b\u6b65\u9aa4\uff0c\u4f46\u6574\u4f53\u4e0d\u96be\u3002\u4e0b\u9762\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5b89\u88c5\u3001\u914d\u7f6e\uff0c\u4ee5\u53ca\u64cd\u4f5c\u5b83\u7684\u6838\u5fc3\u529f\u80fd\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u68c0\u67e5\u73af\u5883<\/strong><br \/>\nSerena \u9700\u8981 Python 3.11\u3002\u6253\u5f00\u7ec8\u7aef\uff0c\u8f93\u5165\uff1a<\/li>\n<\/ol>\n<pre><code>python --version\r\n<\/code><\/pre>\n<p>\u5982\u679c\u7248\u672c\u4f4e\u4e8e 3.11\uff0c\u8bf7\u524d\u5f80 Python \u5b98\u7f51\u4e0b\u8f7d\u5b89\u88c5\u3002<\/p>\n<ol start=\"2\">\n<li><strong>\u4e0b\u8f7d\u9879\u76ee<\/strong><br \/>\n\u8bbf\u95ee\u00a0https:\/\/github.com\/oraios\/serena\uff0c\u70b9\u51fb\u201cCode\u201d\uff0c\u590d\u5236 HTTPS \u94fe\u63a5\u3002\u5728\u7ec8\u7aef\u8fd0\u884c\uff1a<\/li>\n<\/ol>\n<pre><code>git clone https:\/\/github.com\/oraios\/serena.git\r\n<\/code><\/pre>\n<p>\u9879\u76ee\u4f1a\u4e0b\u8f7d\u5230\u672c\u5730\u3002<\/p>\n<ol start=\"3\">\n<li><strong>\u5b89\u88c5\u5de5\u5177 uv<\/strong><br \/>\nSerena \u4f7f\u7528 uv \u7ba1\u7406\u4f9d\u8d56\u3002\u5b89\u88c5 uv \u7684\u65b9\u6cd5\u53c2\u8003\uff1ahttps:\/\/docs.astral.sh\/uv\/getting-started\/installation\/\u3002\u6bd4\u5982\u5728 Linux\/macOS \u4e0a\u8fd0\u884c\uff1a<\/li>\n<\/ol>\n<pre><code>curl -LsSf https:\/\/astral.sh\/uv\/install.sh | sh\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/li>\n<\/ol>\n<pre><code>cd serena\r\n<\/code><\/pre>\n<p>\u5b89\u88c5\u57fa\u672c\u4f9d\u8d56\uff1a<\/p>\n<pre><code>uv pip install -e .\r\n<\/code><\/pre>\n<p>\u5982\u679c\u8981\u7528 Agno \u6846\u67b6\uff0c\u5b89\u88c5\u5168\u90e8\u4f9d\u8d56\uff1a<\/p>\n<pre><code>uv pip install --all-extras -e .\r\n<\/code><\/pre>\n<ol start=\"5\">\n<li><strong>\u914d\u7f6e\u9879\u76ee<\/strong><br \/>\n\u590d\u5236\u793a\u4f8b\u914d\u7f6e\u6587\u4ef6\uff1a<\/li>\n<\/ol>\n<pre><code>cp myproject.demo.yml myproject.yml\r\n<\/code><\/pre>\n<p>\u7f16\u8f91\u00a0<code>myproject.yml<\/code>\uff0c\u8bbe\u7f6e\uff1a<\/p>\n<ul>\n<li><code>project_root<\/code>\uff1a\u4f60\u7684\u4ee3\u7801\u8def\u5f84\uff0c\u5982\u00a0<code>\/home\/user\/mycode<\/code>\u3002<\/li>\n<li><code>language<\/code>\uff1a\u8bed\u8a00\u7c7b\u578b\uff0c\u5982\u00a0<code>python<\/code>\u3002<\/li>\n<li><code>ignored_dirs<\/code>\uff1a\u5ffd\u7565\u7684\u6587\u4ef6\u5939\uff0c\u5982\u00a0<code>.git<\/code>\u3002<br \/>\n\u4fdd\u5b58\u6587\u4ef6\u3002<\/li>\n<\/ul>\n<h3>\u542f\u52a8\u65b9\u5f0f<\/h3>\n<p>Serena \u652f\u6301\u4e24\u79cd\u4e3b\u8981\u4f7f\u7528\u65b9\u5f0f\uff1aMCP \u670d\u52a1\u5668\u548c Agno \u6846\u67b6\u3002<\/p>\n<h4>MCP \u670d\u52a1\u5668\uff08\u914d\u5408 Claude Desktop\uff09<\/h4>\n<ol>\n<li><strong>\u5b89\u88c5 Claude Desktop<\/strong><br \/>\n\u4e0b\u8f7d\u5730\u5740\uff1ahttps:\/\/claude.ai\/download\uff0c\u652f\u6301 Windows \u548c macOS\u3002<\/li>\n<li><strong>\u914d\u7f6e MCP<\/strong><br \/>\n\u6253\u5f00 Claude Desktop\uff0c\u8fdb\u5165\u201cFile &gt; Settings &gt; Developer &gt; MCP Servers &gt; Edit Config\u201d\uff0c\u7f16\u8f91\u00a0<code>claude_desktop_config.json<\/code>\uff0c\u6dfb\u52a0\uff1a<\/li>\n<\/ol>\n<pre><code>{\r\n\"mcpServers\": {\r\n\"serena\": {\r\n\"<a href=\"https:\/\/www.kdjingpai.com\/cohere\/\">command<\/a>\": \"\/path\/to\/uv\",\r\n\"args\": [\"run\", \"--directory\", \"\/path\/to\/serena\", \"serena-mcp-server\", \"\/path\/to\/myproject.yml\"]\r\n}\r\n}\r\n}\r\n<\/code><\/pre>\n<p>\u5c06\u00a0<code>\/path\/to\/uv<\/code>\u00a0\u548c\u00a0<code>\/path\/to\/serena<\/code>\u00a0\u66ff\u6362\u4e3a\u5b9e\u9645\u8def\u5f84\u3002Windows \u7528\u6237\u6ce8\u610f\u7528\u53cc\u53cd\u659c\u6760\uff08\\\uff09\u3002<\/p>\n<ol start=\"3\">\n<li><strong>\u542f\u52a8<\/strong><br \/>\n\u4fdd\u5b58\u540e\u91cd\u542f Claude Desktop\u3002\u754c\u9762\u4f1a\u663e\u793a Serena \u5de5\u5177\uff08\u5e26\u5c0f\u9524\u5b50\u56fe\u6807\uff09\u3002<\/li>\n<\/ol>\n<h4>Agno \u6846\u67b6<\/h4>\n<ol>\n<li><strong>\u5b89\u88c5 UI<\/strong><br \/>\n\u4e0b\u8f7d Agno UI\uff1a<\/p>\n<pre><code>npx create-agent-ui@latest\r\n<\/code><\/pre>\n<p>\u6216\u624b\u52a8\u514b\u9686\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/agno-agi\/agent-ui.git\r\ncd agent-ui\r\npnpm install\r\npnpm dev\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883<\/strong><br \/>\n\u5728 Serena \u76ee\u5f55\u4e0b\uff0c\u590d\u5236\u00a0<code>.env.example<\/code>\u00a0\u4e3a\u00a0<code>.env<\/code>\uff0c\u586b\u5165 API \u5bc6\u94a5\uff08\u82e5\u4f7f\u7528\u4ed8\u8d39\u6a21\u578b\uff09\u3002<\/li>\n<li><strong>\u542f\u52a8 Agno<\/strong><br \/>\n\u5728 Serena \u76ee\u5f55\u8fd0\u884c\uff1a<\/p>\n<pre><code>uv run python scripts\/agno_agent.py\r\n<\/code><\/pre>\n<p>\u9ed8\u8ba4\u4f7f\u7528 Claude\uff0c\u53ef\u5728\u811a\u672c\u4e2d\u6539\u7528\u5176\u4ed6\u6a21\u578b\u3002<\/li>\n<li><strong>\u8fde\u63a5 UI<\/strong><br \/>\n\u5728\u6d4f\u89c8\u5668\u6253\u5f00 Agno UI\uff08\u901a\u5e38\u662f\u00a0http:\/\/localhost:5173\uff09\uff0c\u8fde\u63a5\u5230 Agno \u4ee3\u7406\u3002<\/li>\n<\/ol>\n<h3>\u6838\u5fc3\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u8bed\u4e49\u68c0\u7d22<\/h4>\n<p>\u60f3\u627e\u67d0\u4e2a\u51fd\u6570\u7684\u5f15\u7528\uff1a<\/p>\n<ol>\n<li>\u5728 Claude \u6216 Agno \u754c\u9762\u8f93\u5165\u8bf7\u6c42\uff0c\u5982\u201c\u67e5\u627e\u00a0<code>my_function<\/code>\u00a0\u7684\u5f15\u7528\u201d\u3002<\/li>\n<li>Serena \u8c03\u7528\u00a0<code>find_symbol<\/code>\uff0c\u8fd4\u56de\u51fd\u6570\u5b9a\u4e49\u548c\u5f15\u7528\u4f4d\u7f6e\u3002<\/li>\n<\/ol>\n<h4>\u4ee3\u7801\u7f16\u8f91<\/h4>\n<p>\u63d2\u5165\u65b0\u4ee3\u7801\uff1a<\/p>\n<ol>\n<li>\u7528\u00a0<code>read_file<\/code>\u00a0\u67e5\u770b\u6587\u4ef6\uff1a\n<pre><code>read_file path\/to\/file.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u7528\u00a0<code>insert_at_line<\/code>\u00a0\u63d2\u5165\uff0c\u6bd4\u5982\u5728\u7b2c 5 \u884c\u52a0\u4ee3\u7801\uff1a\n<pre><code>insert_at_line path\/to\/file.py 5 'print(\"Test\")'\r\n<\/code><\/pre>\n<\/li>\n<li>\u68c0\u67e5\u6587\u4ef6\uff0c\u786e\u8ba4\u4fee\u6539\u3002<\/li>\n<\/ol>\n<h4>\u8fd0\u884c\u547d\u4ee4<\/h4>\n<p>\u8fd0\u884c\u6d4b\u8bd5\uff1a<\/p>\n<ol>\n<li>\u8f93\u5165\uff1a\n<pre><code>execute_shell_command 'pytest tests\/'\r\n<\/code><\/pre>\n<\/li>\n<li>Serena \u6267\u884c\u5e76\u8fd4\u56de\u7ed3\u679c\u3002\u82e5\u51fa\u9519\uff0c\u5b83\u4f1a\u5efa\u8bae\u4fee\u590d\u3002<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u9879\u76ee\u6982\u89c8<\/h4>\n<p>\u5feb\u901f\u4e86\u89e3\u4ee3\u7801\u7ed3\u6784\uff1a<\/p>\n<ol>\n<li>\u8f93\u5165\uff1a\n<pre><code>get_dir_overview\r\n<\/code><\/pre>\n<\/li>\n<li>Serena \u8fd4\u56de\u76ee\u5f55\u4e2d\u7684\u6587\u4ef6\u548c\u9876\u5c42\u7b26\u53f7\u3002<\/li>\n<\/ol>\n<h4>\u81ea\u52a8\u5206\u6790\u4e0e\u5efa\u8bae<\/h4>\n<p>\u5206\u6790\u95ee\u9898\uff1a<\/p>\n<ol>\n<li>\u8fd0\u884c\u6d4b\u8bd5\u540e\uff0c\u7528\u00a0<code>think_about_collected_information<\/code>\uff1a\n<pre><code>think_about_collected_information\r\n<\/code><\/pre>\n<\/li>\n<li>Serena \u6839\u636e\u65e5\u5fd7\u6216\u8f93\u51fa\u63d0\u51fa\u4fee\u590d\u5efa\u8bae\u3002<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u8def\u5f84\u95ee\u9898<\/strong>\uff1a\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84\uff0c\u907f\u514d\u76f8\u5bf9\u8def\u5f84\u51fa\u9519\u3002<\/li>\n<li><strong>\u5b89\u5168\u6027<\/strong>\uff1aAgno \u6a21\u5f0f\u4e0b\uff0c<code>execute_shell_command<\/code>\u00a0\u4e0d\u9700\u786e\u8ba4\uff0c\u5c0f\u5fc3\u64cd\u4f5c\u3002<\/li>\n<li><strong>\u65e5\u5fd7<\/strong>\uff1a\u542f\u7528\u65e5\u5fd7\u7a97\u53e3\uff08\u5728\u00a0<code>myproject.yml<\/code>\u00a0\u4e2d\u52a0\u00a0<code>show_logs: true<\/code>\uff09\uff0c\u65b9\u4fbf\u8c03\u8bd5\u3002<\/li>\n<li><strong>\u7248\u672c\u63a7\u5236<\/strong>\uff1a\u5efa\u8bae\u7528 Git \u7ba1\u7406\u4ee3\u7801\uff0c\u9632\u6b62\u610f\u5916\u4e22\u5931\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528 Serena\uff0c\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5feb\u901f\u4fee\u590d Bug<\/strong><br \/>\n\u6d4b\u8bd5\u5931\u8d25\u65f6\uff0cSerena \u8fd0\u884c\u811a\u672c\uff0c\u5206\u6790\u65e5\u5fd7\uff0c\u5efa\u8bae\u4fee\u6539\u4ee3\u7801\uff0c\u9002\u5408\u7d27\u6025\u4fee\u590d\u3002<\/li>\n<li><strong>\u5b66\u4e60\u5f00\u6e90\u9879\u76ee<\/strong><br \/>\n\u7528 Serena \u5206\u6790\u964c\u751f\u4ee3\u7801\u5e93\uff0c\u751f\u6210\u7ed3\u6784\u6982\u89c8\uff0c\u5feb\u901f\u638c\u63e1\u6838\u5fc3\u903b\u8f91\u3002<\/li>\n<li><strong>\u539f\u578b\u5f00\u53d1<\/strong><br \/>\n\u4e2a\u4eba\u5f00\u53d1\u8005\u7528 Serena \u63d2\u5165\u4ee3\u7801\u3001\u8fd0\u884c\u6d4b\u8bd5\uff0c\u5feb\u901f\u9a8c\u8bc1\u60f3\u6cd5\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Serena \u5b8c\u5168\u514d\u8d39\u5417\uff1f<\/strong><br 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