{"id":108272,"date":"2025-05-09T20:02:11","date_gmt":"2025-05-09T16:32:11","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/"},"modified":"2025-05-09T20:02:11","modified_gmt":"2025-05-09T16:32:11","slug":"hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/","title":{"rendered":"Hands on MCP: \u06af\u0633\u062a\u0631\u0634 LLM \u0647\u0627 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc"},"content":{"rendered":"<div data-article-id=\"2471837\" id=\"article-body\">\n<p>\u062f\u0631 \u0633\u0627\u0644 2025 \u060c \u0633\u0631\u0639\u062a\u06cc \u06a9\u0647 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0648 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u062a\u0648\u0644\u06cc\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0638\u0627\u0647\u0631 \u0645\u06cc \u0634\u0648\u062f \u060c \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0627\u0632 \u0632\u0645\u0627\u0646 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0632 Chatgpt \u060c \u062f\u0647\u0647 \u0647\u0627 \u06af\u0630\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u06a9\u0645\u062a\u0631 \u0627\u0632 \u0633\u0647 \u0633\u0627\u0644 \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0627\u0648\u0627\u062e\u0631 \u0633\u0627\u0644 2024 \u060c Anthropic \u060c \u0633\u0627\u0632\u0646\u062f\u06af\u0627\u0646 \u06a9\u0644\u0648\u062f \u060c <strong>\u067e\u0631\u0648\u062a\u06a9\u0644 \u0632\u0645\u06cc\u0646\u0647 \u0645\u062f\u0644 (MCP)<\/strong> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u06af\u0631\u0686\u0647 \u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u0628\u062f\u0648\u0646 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0622\u0646 \u0631\u0641\u062a \u060c \u0627\u0645\u0627 \u0627\u0645\u0631\u0648\u0632 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u062f\u0631 \u0647\u0631 \u0645\u0642\u0627\u0644\u0647 \u060c \u0627\u0628\u0632\u0627\u0631 \u06cc\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 AI \u062a\u0648\u0644\u06cc\u062f\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. MCP \u062f\u0631 \u0647\u0645\u0647 \u062c\u0627 \u0630\u06a9\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#MCP_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >MCP \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#%D8%A7%D8%AC%D8%B2%D8%A7%DB%8C_%D8%A7%D8%B3%D8%AA%D8%A7%D9%86%D8%AF%D8%A7%D8%B1%D8%AF_%D9%BE%D8%B1%D9%88%D8%AA%DA%A9%D9%84_MCP\" >\u0627\u062c\u0632\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u067e\u0631\u0648\u062a\u06a9\u0644 MCP<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#%DA%86%D8%B1%D8%A7_%D9%85%D8%B1%D8%AA%D8%A8%D8%B7_%D8%A7%D8%B3%D8%AA%D8%9F\" >\u0686\u0631\u0627 \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#%D9%86%D9%85%D9%88%D9%86%D9%87_%D8%B9%D9%85%D9%84%DB%8C\" >\u0646\u0645\u0648\u0646\u0647 \u0639\u0645\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#%D9%86%D8%AD%D9%88%D9%87_%D8%B3%D8%A7%D8%AE%D8%AA_%D8%B3%D8%B1%D9%88%D8%B1_MCP_%D8%AF%D8%B1_4_%D9%85%D8%B1%D8%AD%D9%84%D9%87\" >\u0646\u062d\u0648\u0647 \u0633\u0627\u062e\u062a \u0633\u0631\u0648\u0631 MCP \u062f\u0631 4 \u0645\u0631\u062d\u0644\u0647<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#1_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_serverpy\" >1. \u0627\u06cc\u062c\u0627\u062f server.py<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#2_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_requirementstxt\" >2. \u0627\u06cc\u062c\u0627\u062f requirements.txt<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#3_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF_Dockerfile\" >3. \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f Dockerfile<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_Docker_%D8%B1%D8%A7_%D8%A8%D8%B3%D8%A7%D8%B2%DB%8C%D8%AF_%D8%A7%D8%AE%D8%AA%DB%8C%D8%A7%D8%B1%DB%8C\" >4. \u062a\u0635\u0648\u06cc\u0631 Docker \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#%D8%A7%D8%AA%D8%B5%D8%A7%D9%84_%D8%B3%D8%B1%D9%88%D8%B1_MCP_%D8%A8%D9%87_%DB%8C%DA%A9_%D9%85%D8%AF%D9%84\" >\u0627\u062a\u0635\u0627\u0644 \u0633\u0631\u0648\u0631 MCP \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#%D9%86%D8%B3%D8%AE%D9%87_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4%DB%8C\" >\u0646\u0633\u062e\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%85%D9%86_%D8%A7%D8%B2_%D8%A2%D9%86_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C_%DA%A9%D9%86%D9%85\" >\u0686\u06af\u0648\u0646\u0647 \u0645\u0646 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/hands-on-mcp-%da%af%d8%b3%d8%aa%d8%b1%d8%b4-llm-%d9%87%d8%a7-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7%db%8c-%d8%b2%d9%85%d8%a7%d9%86-%d9%88%d8%a7%d9%82%d8%b9%db%8c\/#%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\" >\u067e\u0627\u06cc\u0627\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"MCP_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  MCP \u0686\u06cc\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>MCP (\u067e\u0631\u0648\u062a\u06a9\u0644 \u0632\u0645\u06cc\u0646\u0647 \u0645\u062f\u0644) \u06cc\u06a9 \u0645\u0634\u062e\u0635\u0627\u062a \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0627\u0646\u0633\u0627\u0646 \u0634\u0646\u0627\u0633\u06cc \u062a\u0647\u06cc\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0631\u0633\u0645\u06cc \u062e\u0648\u062f \u060c MCP \u0645\u0627\u0646\u0646\u062f <em>&#8220;USB-C \u0628\u0631\u0627\u06cc AI&#8221;<\/em>: \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u06a9\u0647 \u0628\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u0628\u0647 \u0631\u0648\u0634\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u0646\u062f.<\/p>\n<blockquote>\n<p>\u0645\u0632\u06cc\u062a \u0648\u0627\u0642\u0639\u06cc MCP \u062f\u0631 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0633\u0627\u0632\u06cc \u0646\u0647\u0641\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<\/blockquote>\n<p>\u0627\u0632 \u0646\u0638\u0631 \u0641\u0646\u06cc \u060c LLM \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0634\u062a\u0631\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u06cc\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647 \u0633\u0631\u0648\u0631 MCP \u0645\u062a\u0635\u0644 \u0634\u0648\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AC%D8%B2%D8%A7%DB%8C_%D8%A7%D8%B3%D8%AA%D8%A7%D9%86%D8%AF%D8%A7%D8%B1%D8%AF_%D9%BE%D8%B1%D9%88%D8%AA%DA%A9%D9%84_MCP\"><\/span>\n<p>  \u0627\u062c\u0632\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u067e\u0631\u0648\u062a\u06a9\u0644 MCP<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0631\u0648\u062a\u06a9\u0644 \u0632\u0645\u06cc\u0646\u0647 \u0645\u062f\u0644 (MCP) \u0628\u0631 \u0627\u0633\u0627\u0633 \u0633\u0647 \u0645\u0624\u0644\u0641\u0647 \u0627\u0633\u0627\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0633\u0631\u0648\u0631\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0645\u0639\u0631\u0636 \u062f\u06cc\u062f \u0645\u0634\u062a\u0631\u06cc \u0642\u0631\u0627\u0631 \u062f\u0647\u0646\u062f:<\/p>\n<ul>\n<li>\n<p><strong>\u0645\u0646\u0627\u0628\u0639<\/strong>: \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u06a9\u0647 \u0632\u0645\u06cc\u0646\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u0622\u0646\u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0634\u0627\u0645\u0644 \u0645\u062d\u062a\u0648\u06cc\u0627\u062a \u067e\u0631\u0648\u0646\u062f\u0647 \u060c \u0633\u0648\u0627\u0628\u0642 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u060c \u067e\u0627\u0633\u062e \u0647\u0627\u06cc API \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631 \u0628\u0627\u0634\u0646\u062f. \u0645\u0646\u0627\u0628\u0639 \u062a\u0648\u0633\u0637 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0646\u062a\u0631\u0644 \u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0628\u0647 \u0635\u0631\u0627\u062d\u062a \u062a\u0648\u0633\u0637 \u06a9\u0627\u0631\u0628\u0631 \u06cc\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0633\u0637 \u0645\u0634\u062a\u0631\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0639\u0644\u0627\u0646<\/strong>: \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u062c\u062f\u062f \u06a9\u0647 \u062a\u0639\u0627\u0645\u0644 \u0645\u0634\u062a\u0631\u06a9 \u0628\u0627 \u0645\u062f\u0644 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0622\u0646\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0633\u0627\u0632\u06cc \u0648 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0631\u06cc \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0647\u0627\u06cc \u067e\u0648\u06cc\u0627 \u0631\u0627 \u0628\u067e\u0630\u06cc\u0631\u0646\u062f \u060c \u0634\u0627\u0645\u0644 \u0632\u0645\u06cc\u0646\u0647 \u0645\u0646\u0627\u0628\u0639 \u0648 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u062e\u0627\u0635. \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0628\u0632\u0627\u0631<\/strong>: \u062a\u0648\u0627\u0628\u0639 \u0627\u062c\u0631\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u062f\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0632 \u062c\u0645\u0644\u0647 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u060c \u0627\u0646\u062c\u0627\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u06cc\u0627 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f. \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u062a\u0648\u0633\u0637 \u0645\u062f\u0644 \u06a9\u0646\u062a\u0631\u0644 \u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0642\u0627\u0628\u0644 \u06a9\u0634\u0641 \u0648 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0647\u0633\u062a\u0646\u062f. \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631<\/p>\n<\/li>\n<\/ul>\n<blockquote>\n<p>&#8220;MCP \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u062f\u0648\u0644\u0627\u0631 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0648\u0636\u0648\u062d \u0648\u0631\u0648\u062f\u06cc \u060c \u062f\u0627\u0646\u0634 \u0648 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0639\u0645\u0644 \u0645\u062f\u0644 \u0631\u0627 \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0645\u06cc \u06a9\u0646\u062f.&#8221;<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%D8%B1%D8%A7_%D9%85%D8%B1%D8%AA%D8%A8%D8%B7_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  \u0686\u0631\u0627 \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u0644\u0637\u0641 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u062f\u0648\u0644\u0627\u0631 \u060c MCP \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<ul>\n<li>\n<strong>\u062c\u062f\u0627\u06cc\u06cc \u0646\u06af\u0631\u0627\u0646\u06cc \u0647\u0627<\/strong>: \u0647\u0631 \u0628\u0644\u0648\u06a9 \u06cc\u06a9 \u0647\u062f\u0641 \u062e\u0627\u0635 \u062f\u0627\u0631\u062f.<\/li>\n<li>\n<strong>\u0648\u0636\u0648\u062d \u0645\u062a\u0646 \u0628\u06cc\u0634\u062a\u0631<\/strong>: \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0627\u0647\u062f\u0627\u0641 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647\u062a\u0631 \u062f\u0631\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\n<strong>\u0639\u0648\u0627\u0645\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062a\u0631<\/strong>: \u062d\u0627\u0641\u0638\u0647 \u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u06cc\u0627\u0646\u06cc \u0631\u0627 \u0641\u0639\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\n<strong>\u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc<\/strong>: \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc \u0645\u0627\u0698\u0648\u0644\u0627\u0631 \u0648 \u067e\u0627\u06cc\u062f\u0627\u0631 \u0628\u0633\u0627\u0632\u06cc\u062f.<\/li>\n<\/ul>\n<blockquote>\n<p>\u0634\u0645\u0627 \u0641\u0642\u0637 \u062f\u0631 \u062d\u0627\u0644 \u0646\u0648\u0634\u062a\u0646 \u0633\u0631\u06cc\u0639 \u0646\u06cc\u0633\u062a\u06cc\u062f. \u0634\u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u0637\u0631\u0627\u062d\u06cc \u06cc\u06a9 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0647\u0633\u062a\u06cc\u062f.<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D9%85%D9%88%D9%86%D9%87_%D8%B9%D9%85%D9%84%DB%8C\"><\/span>\n<p>  \u0646\u0645\u0648\u0646\u0647 \u0639\u0645\u0644\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06af\u0631 \u0627\u0632 \u06cc\u06a9 \u0645\u062f\u0644 \u0633\u0624\u0627\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 CPU \u0641\u0639\u0644\u06cc \u0631\u0627\u06cc\u0627\u0646\u0647 \u0634\u0645\u0627 \u0686\u06cc\u0633\u062a \u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0646\u0645\u06cc \u062f\u0627\u0646\u062f. \u0627\u06cc\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0634\u0645\u0627 \u0646\u062f\u0627\u0631\u062f \u060c \u0632\u06cc\u0631\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0635\u0644\u06cc \u0622\u0646 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u0627\u0633\u062a \u060c \u0646\u0647 \u0628\u0627 \u0633\u062e\u062a \u0627\u0641\u0632\u0627\u0631.<\/p>\n<p>\u0627\u06cc\u0646 \u062c\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 MCP \u0648\u0627\u0631\u062f \u0645\u06cc \u0634\u0648\u062f: \u0628\u0647 \u0645\u062f\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0633\u0631\u0648\u0631 \u060c \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062e\u0627\u0631\u062c\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AD%D9%88%D9%87_%D8%B3%D8%A7%D8%AE%D8%AA_%D8%B3%D8%B1%D9%88%D8%B1_MCP_%D8%AF%D8%B1_4_%D9%85%D8%B1%D8%AD%D9%84%D9%87\"><\/span>\n<p>  \u0646\u062d\u0648\u0647 \u0633\u0627\u062e\u062a \u0633\u0631\u0648\u0631 MCP \u062f\u0631 4 \u0645\u0631\u062d\u0644\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 FastMCP \u06cc\u06a9 \u0633\u0631\u0648\u0631 MCP \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_serverpy\"><\/span>\n<p>  1. \u0627\u06cc\u062c\u0627\u062f <code>server.py<\/code><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">typing<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Dict<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">psutil<\/span>\n<span class=\"kn\">from<\/span> <span class=\"n\">mcp.server.fastmcp<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">FastMCP<\/span>\n\n<span class=\"n\">mcp<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">FastMCP<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">sys-monitor<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n\n<span class=\"nd\">@mcp.tool<\/span><span class=\"p\">()<\/span>\n<span class=\"k\">def<\/span> <span class=\"nf\">get_system_stats<\/span><span class=\"p\">()<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">Dict<\/span><span class=\"p\">[<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"nb\">float<\/span><span class=\"p\">]:<\/span>\n    <span class=\"n\">cpu_percent<\/span> <span class=\"o\">=<\/span> <span class=\"n\">psutil<\/span><span class=\"p\">.<\/span><span class=\"nf\">cpu_percent<\/span><span class=\"p\">(<\/span><span class=\"n\">interval<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">virtual_mem<\/span> <span class=\"o\">=<\/span> <span class=\"n\">psutil<\/span><span class=\"p\">.<\/span><span class=\"nf\">virtual_memory<\/span><span class=\"p\">()<\/span>\n    <span class=\"k\">return<\/span> <span class=\"p\">{<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">cpu_percent<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">cpu_percent<\/span><span class=\"p\">,<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">memory_total_gb<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"nf\">round<\/span><span class=\"p\">(<\/span><span class=\"n\">virtual_mem<\/span><span class=\"p\">.<\/span><span class=\"n\">total<\/span> <span class=\"o\">\/<\/span> <span class=\"p\">(<\/span><span class=\"mi\">1024<\/span> <span class=\"o\">**<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"mi\">2<\/span><span class=\"p\">),<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">memory_used_gb<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"nf\">round<\/span><span class=\"p\">(<\/span><span class=\"n\">virtual_mem<\/span><span class=\"p\">.<\/span><span class=\"n\">used<\/span> <span class=\"o\">\/<\/span> <span class=\"p\">(<\/span><span class=\"mi\">1024<\/span> <span class=\"o\">**<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"mi\">2<\/span><span class=\"p\">),<\/span>\n        <span class=\"sh\">\"<\/span><span class=\"s\">memory_percent<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">virtual_mem<\/span><span class=\"p\">.<\/span><span class=\"n\">percent<\/span>\n    <span class=\"p\">}<\/span>\n\n<span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">__main__<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">mcp<\/span><span class=\"p\">.<\/span><span class=\"nf\">run<\/span><span class=\"p\">()<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"2_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_requirementstxt\"><\/span>\n<p>  2. \u0627\u06cc\u062c\u0627\u062f <code>requirements.txt<\/code><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>psutil&gt;=5.9.0\nfastmcp&gt;=0.1.0\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"3_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF_Dockerfile\"><\/span>\n<p>  3. \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f <code>Dockerfile<\/code><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight docker\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> python:3.12-slim<\/span>\n<span class=\"k\">WORKDIR<\/span><span class=\"s\"> \/app<\/span>\n<span class=\"k\">COPY<\/span><span class=\"s\"> requirements.txt .<\/span>\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--no-cache-dir<\/span> <span class=\"nt\">-r<\/span> requirements.txt\n<span class=\"k\">COPY<\/span><span class=\"s\"> . .<\/span>\n<span class=\"k\">EXPOSE<\/span><span class=\"s\"> 8000<\/span>\n<span class=\"k\">CMD<\/span><span class=\"s\"> [\"python\", \"server.py\"]<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_Docker_%D8%B1%D8%A7_%D8%A8%D8%B3%D8%A7%D8%B2%DB%8C%D8%AF_%D8%A7%D8%AE%D8%AA%DB%8C%D8%A7%D8%B1%DB%8C\"><\/span>\n<p>  4. \u062a\u0635\u0648\u06cc\u0631 Docker \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc)<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<blockquote>\n<p>\u062a\u0648\u062c\u0647: \u0627\u06cc\u0646 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 CPU \u0627\u0632 \u0638\u0631\u0641 \u0631\u0627 \u06af\u0632\u0627\u0631\u0634 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0646\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u06cc\u0632\u0628\u0627\u0646. \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0622\u0645\u0648\u0632\u0634\u06cc \u060c \u0647\u0646\u0648\u0632 \u0647\u0645 \u0645\u0639\u062a\u0628\u0631 \u0627\u0633\u062a.<\/p>\n<\/blockquote>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>docker build <span class=\"nt\">-t<\/span> cpusage <span class=\"nb\">.<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AA%D8%B5%D8%A7%D9%84_%D8%B3%D8%B1%D9%88%D8%B1_MCP_%D8%A8%D9%87_%DB%8C%DA%A9_%D9%85%D8%AF%D9%84\"><\/span>\n<p>  \u0627\u062a\u0635\u0627\u0644 \u0633\u0631\u0648\u0631 MCP \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f <strong>\u062f\u0633\u06a9 \u062a\u0627\u067e<\/strong>\u060c \u0627\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0627 Amazon Q CLI \u06cc\u0627 \u0633\u0627\u06cc\u0631 LLM \u0647\u0627 \u06a9\u0647 \u0627\u0632 MCP \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u0633\u0627\u0632\u06af\u0627\u0631 \u0627\u0633\u062a.<\/p>\n<p>\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0631\u0633\u0645\u06cc \u0627\u062f\u063a\u0627\u0645 \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0627\u06af\u0631 \u0634\u0645\u0627 <code>claude_desktop_config.json<\/code> \u067e\u0631\u0648\u0646\u062f\u0647 \u062e\u0627\u0644\u06cc \u0627\u0633\u062a \u060c \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight json\"><code><span class=\"p\">{<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"mcpServers\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"cpusage\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"command\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"docker\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"args\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n        <\/span><span class=\"s2\">\"run\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n        <\/span><span class=\"s2\">\"-i\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n        <\/span><span class=\"s2\">\"--rm\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n        <\/span><span class=\"s2\">\"cpusage\"<\/span><span class=\"w\">\n      <\/span><span class=\"p\">]<\/span><span class=\"w\">\n    <\/span><span class=\"p\">}<\/span><span class=\"w\">\n  <\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645 \u0633\u0631\u0648\u0631 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight json\"><code><span class=\"p\">{<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"mcpServers\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"cpusage\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"command\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"python\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"args\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"s2\">\"path\/to\/server.py\"<\/span><span class=\"p\">]<\/span><span class=\"w\">\n    <\/span><span class=\"p\">}<\/span><span class=\"w\">\n  <\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<blockquote>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f <code>\"python\"<\/code> \u0628\u0627 <code>uv<\/code> \u06cc\u0627 \u062f\u0633\u062a\u0648\u0631 \u062f\u06cc\u06af\u0631\u06cc \u062f\u0631 \u0635\u0648\u0631\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc.<\/p>\n<\/blockquote>\n<p>\u0627\u06af\u0631 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0642\u0628\u0644\u0627\u064b \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0646\u062f \u060c \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0628\u0644\u0648\u06a9 \u0645\u0631\u0628\u0648\u0637\u0647 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0633\u06a9 \u062a\u0627\u067e \u06a9\u0644\u0648\u062f \u0631\u0627 \u0645\u062c\u062f\u062f\u0627\u064b \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%B3%D8%AE%D9%87_%D8%A2%D8%B2%D9%85%D8%A7%DB%8C%D8%B4%DB%8C\"><\/span>\n<p>  \u0646\u0633\u062e\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0648\u06cc\u062f\u0626\u0648 \u0628\u0627 \u0646\u0633\u062e\u0647 \u06cc \u0646\u0645\u0627\u06cc\u0634\u06cc \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%85%D9%86_%D8%A7%D8%B2_%D8%A2%D9%86_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C_%DA%A9%D9%86%D9%85\"><\/span>\n<p>  \u0686\u06af\u0648\u0646\u0647 \u0645\u0646 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0627\u0632 MCP \u062f\u0631 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 AWS \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u06a9\u0647 \u0645\u062f\u0644 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u0628\u0627\u0646\u06a9\u0647\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0628\u0647 \u0645\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<ul>\n<li>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0632\u0645\u06cc\u0646\u0647 \u0645\u062f\u0627\u0648\u0645 \u0648 \u0628\u0647 \u0631\u0648\u0632 \u0634\u062f\u0647 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u06cc\u062f<\/li>\n<li>\u0645\u0631\u0632\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0631\u0648\u0634\u0646 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<\/li>\n<\/ul>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c \u0628\u0627 \u06a9\u0645\u06cc \u062e\u0644\u0627\u0642\u06cc\u062a \u060c \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u06cc\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0647\u0627 \u0642\u0627\u0628\u0644 \u062d\u0645\u0644 \u0627\u0633\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\"><\/span>\n<p>  \u067e\u0627\u06cc\u0627\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>MCP \u0641\u0642\u0637 \u0631\u0648\u0634\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631 \u0627\u0639\u0644\u0627\u0646 \u0647\u0627 \u0646\u06cc\u0633\u062a: \u0627\u06cc\u0646 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u0639\u0645\u0627\u0631\u06cc \u0634\u0646\u0627\u062e\u062a\u06cc \u0639\u0648\u0627\u0645\u0644 \u0634\u0645\u0627 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06af\u0631 \u062f\u0631 \u0633\u0627\u0644 2025 \u0628\u0627 Genai \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0647\u0646\u0648\u0632 MCP \u0631\u0627 \u06a9\u0627\u0648\u0634 \u0646\u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u060c \u0627\u06a9\u0646\u0648\u0646 \u0632\u0645\u0627\u0646 \u0622\u0646 \u0631\u0633\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u0633\u0627\u0644 2025 \u060c \u0633\u0631\u0639\u062a\u06cc \u06a9\u0647 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0648 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u062a\u0648\u0644\u06cc\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0638\u0627\u0647\u0631 \u0645\u06cc \u0634\u0648\u062f \u060c \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0627\u0632 \u0632\u0645\u0627\u0646 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0632 Chatgpt \u060c \u062f\u0647\u0647 \u0647\u0627 \u06af\u0630\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u06a9\u0645\u062a\u0631 \u0627\u0632 \u0633\u0647 \u0633\u0627\u0644 \u0627\u0633\u062a. \u062f\u0631 \u0627\u0648\u0627\u062e\u0631 \u0633\u0627\u0644 2024 \u060c Anthropic \u060c \u0633\u0627\u0632\u0646\u062f\u06af\u0627\u0646 \u06a9\u0644\u0648\u062f &hellip;<\/p>\n","protected":false},"author":2,"featured_media":108273,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fcr1ssmwx48nl2waq9yk3.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-108272","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/108272","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=108272"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/108272\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/108273"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=108272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=108272"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=108272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}