{"id":104776,"date":"2025-04-06T03:41:42","date_gmt":"2025-04-05T23:11:42","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/"},"modified":"2025-04-06T03:41:42","modified_gmt":"2025-04-05T23:11:42","slug":"%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/","title":{"rendered":"\u0633\u0641\u0631\u06cc \u0627\u0632 AI \u0628\u0647 LLMS \u0648 MCP &#8211; 9 &#8211; \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc MCP &#8211; \u0628\u0647 LLMS \u0642\u062f\u0631\u062a \u0639\u0645\u0644 \u0645\u06cc \u062f\u0647\u062f"},"content":{"rendered":"<div data-article-id=\"2384904\" id=\"article-body\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D9%85%D9%86%D8%A7%D8%A8%D8%B9_%D8%B1%D8%A7%DB%8C%DA%AF%D8%A7%D9%86\" >\u0645\u0646\u0627\u0628\u0639 \u0631\u0627\u06cc\u06af\u0627\u0646<\/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\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_MCP_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc 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-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_%DA%A9%D8%B4%D9%81\" >\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u06a9\u0634\u0641<\/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\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%E2%9A%99_%D9%81%D8%B1%D8%A7%D8%AE%D9%88%D8%A7%D9%86%DB%8C_%DB%8C%DA%A9_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1\" >\u2699 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%DA%A9%D9%86%D8%AA%D8%B1%D9%84_%D8%B4%D8%AF%D9%87_%D9%85%D8%AF%D9%84\" >\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u06a9\u0646\u062a\u0631\u0644 \u0634\u062f\u0647 \u0645\u062f\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%A7%D9%84%DA%AF%D9%88%D9%87%D8%A7%DB%8C_%D8%B7%D8%B1%D8%A7%D8%AD%DB%8C_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1\" >\u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0627\u0628\u0632\u0627\u0631<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85\" >\u0627\u0628\u0632\u0627\u0631 \u0633\u06cc\u0633\u062a\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_API\" >\u0627\u062f\u063a\u0627\u0645 API<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84\" >\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%B1%D9%88%D8%B4%D9%87%D8%A7%DB%8C_%D8%A7%D9%85%D9%86%DB%8C%D8%AA%DB%8C\" >\u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D9%85%D8%AB%D8%A7%D9%84_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D8%B3%D8%B1%D9%88%D8%B1_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D8%AF%D8%B1_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86\" >\u0645\u062b\u0627\u0644: \u0627\u062c\u0631\u0627\u06cc \u0633\u0631\u0648\u0631 \u0627\u0628\u0632\u0627\u0631 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%DA%86%D8%B1%D8%A7_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%86%D9%85%D8%A7%DB%8C%D9%86%D8%AF%DA%AF%D8%A7%D9%86_%D8%A7%D9%87%D9%85%DB%8C%D8%AA_%D8%AF%D8%A7%D8%B1%D9%86%D8%AF\" >\u0686\u0631\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u0627\u0646 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u0646\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%F0%9F%9B%A0_%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%D8%A7%D8%AC%D9%85%D8%A7%D9%84%DB%8C_%D9%85%D9%81%D8%A7%D9%87%DB%8C%D9%85_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1\" >\ud83d\udee0 \u0628\u0631\u0631\u0633\u06cc \u0627\u062c\u0645\u0627\u0644\u06cc \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0628\u0632\u0627\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d9%81%d8%b1%db%8c-%d8%a7%d8%b2-ai-%d8%a8%d9%87-llms-%d9%88-mcp-9-%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c-mcp-%d8%a8%d9%87-llms-%d9%82%d8%af%d8%b1%d8%aa-%d8%b9%d9%85%d9%84-%d9%85\/#%D8%A2%D9%85%D8%AF%D9%86_%D8%A8%D8%B9%D8%AF%DB%8C_%D9%86%D9%85%D9%88%D9%86%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C_%D9%88_%D8%AF%D8%B1%D8%AE%D9%88%D8%A7%D8%B3%D8%AA_%D9%87%D8%A7_%E2%80%93_%D8%A7%D8%AC%D8%A7%D8%B2%D9%87_%D9%85%DB%8C_%D8%AF%D9%87%D8%AF_%D8%B3%D8%B1%D9%88%D8%B1_%D8%A7%D8%B2_%D9%85%D8%AF%D9%84_%DA%A9%D9%85%DA%A9_%D8%A8%D8%AE%D9%88%D8%A7%D9%87%D8%AF\" >\u0622\u0645\u062f\u0646 \u0628\u0639\u062f\u06cc: \u0646\u0645\u0648\u0646\u0647 \u06af\u06cc\u0631\u06cc \u0648 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627 &#8211; \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0633\u0631\u0648\u0631 \u0627\u0632 \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u0628\u062e\u0648\u0627\u0647\u062f<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%86%D8%A7%D8%A8%D8%B9_%D8%B1%D8%A7%DB%8C%DA%AF%D8%A7%D9%86\"><\/span>\n<p>  \u0645\u0646\u0627\u0628\u0639 \u0631\u0627\u06cc\u06af\u0627\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u067e\u0633\u062a \u0642\u0628\u0644\u06cc \u060c \u0645\u0627 \u0646\u06af\u0627\u0647 \u06a9\u0631\u062f\u06cc\u0645 <strong>\u0645\u0646\u0627\u0628\u0639<\/strong> \u062f\u0631 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0632\u0645\u06cc\u0646\u0647 Model (MCP): \u0686\u06af\u0648\u0646\u0647 LLMS \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0627\u06cc\u0645\u0646 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u062a\u0627 \u062f\u0631\u06a9 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u06cc\u0627\u0646 \u06a9\u0646\u062f. \u0627\u0645\u0627 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u060c <em>\u062e\u0648\u0627\u0646\u062f\u0646<\/em> \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a<\/p>\n<p>\u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u060c \u0634\u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0645\u062f\u0644 \u0628\u0647 <strong>\u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f<\/strong>\u0628\u0634\u0631<\/p>\n<p>\u0627\u06cc\u0646 \u062c\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 <strong>\u0627\u0628\u0632\u0627\u0631<\/strong> \u062f\u0631 MCP \u0648\u0627\u0631\u062f \u0634\u0648\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a \u060c \u0645\u0627 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f:<\/p>\n<ul>\n<li>\u0686\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u062f\u0631 MCP \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f<\/li>\n<li>\u0646\u062d\u0648\u0647 \u06a9\u0634\u0641 \u0648 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627<\/li>\n<li>\u0686\u06af\u0648\u0646\u0647 LLMS \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f (\u0628\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0627\u0631\u0628\u0631)<\/li>\n<li>\u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0627\u0628\u0632\u0627\u0631 \u0645\u0634\u062a\u0631\u06a9 \u0648 \u0634\u06cc\u0648\u0647 \u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc<\/li>\n<li>\u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc: \u0627\u0632 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0633\u06cc\u0633\u062a\u0645 \u0641\u0627\u06cc\u0644 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0628\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0647\u0627\u06cc API<\/li>\n<\/ul>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0634\u06cc\u0631\u062c\u0647 \u0628\u0632\u0646\u06cc\u0645.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_MCP_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc MCP \u0686\u06cc\u0633\u062a\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0627\u0628\u0632\u0627\u0631<\/strong> \u062a\u0648\u0627\u0628\u0639 \u0627\u062c\u0631\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u06cc\u06a9 LLM (\u06cc\u0627 \u06a9\u0627\u0631\u0628\u0631) \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0645\u0634\u062a\u0631\u06cc MCP \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u062f. \u0628\u0631 \u062e\u0644\u0627\u0641 \u0645\u0646\u0627\u0628\u0639 &#8211; \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0646\u0641\u0639\u0644 \u0647\u0633\u062a\u0646\u062f &#8211;<strong>\u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a \u0641\u0639\u0627\u0644 \u0647\u0633\u062a\u0646\u062f<\/strong>\u0628\u0634\u0631<\/p>\n<p>\u0645\u062b\u0627\u0644\u0647\u0627 \u0634\u0627\u0645\u0644:<\/p>\n<ul>\n<li>\u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0641\u0631\u0645\u0627\u0646 \u067e\u0648\u0633\u062a\u0647<\/li>\n<li>\u062a\u0645\u0627\u0633 \u0628\u0627 API \u0627\u0633\u062a\u0631\u0627\u062d\u062a<\/li>\n<li>\u062e\u0644\u0627\u0635\u0647 \u06cc\u06a9 \u0633\u0646\u062f<\/li>\n<li>\u0627\u0631\u0633\u0627\u0644 \u06cc\u06a9 \u0645\u0633\u0626\u0644\u0647 GitHub<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0633\u0627\u062e\u062a<\/li>\n<\/ul>\n<p>\u0647\u0631 \u0627\u0628\u0632\u0627\u0631 \u0634\u0627\u0645\u0644:<\/p>\n<ul>\n<li>\u0628\u0648\u0647\u0627 <strong>\u0646\u0627\u0645<\/strong> (\u0634\u0646\u0627\u0633\u0647 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f)<\/li>\n<li>\u0628\u0648\u0647\u0627 <strong>\u0634\u0631\u062d<\/strong> (\u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 UI\/\u0645\u062f\u0644)<\/li>\n<li>\u062f\u0631 <strong>\u0637\u0631\u062d \u0648\u0631\u0648\u062f\u06cc<\/strong> (JSON SCHEMA \u062a\u0648\u0635\u06cc\u0641 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631)<\/li>\n<\/ul>\n<blockquote>\n<p>\u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0647 \u0645\u062f\u0644\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f \u062a\u0627 \u0628\u0627 \u062c\u0647\u0627\u0646 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc &#8211; \u062a\u062d\u062a \u0646\u0638\u0627\u0631\u062a \u06a9\u0627\u0631\u0628\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u0646\u062f.<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_%DA%A9%D8%B4%D9%81\"><\/span>\n<p>  \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u06a9\u0634\u0641<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642:<br \/><code>tools\/list<\/code><\/p>\n<p>\u067e\u0627\u0633\u062e \u0645\u062b\u0627\u0644:<\/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\">\"tools\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n    <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"calculate_sum\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"description\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Add two numbers together\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"inputSchema\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n        <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"object\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n        <\/span><span class=\"nl\">\"properties\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n          <\/span><span class=\"nl\">\"a\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\"> <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"number\"<\/span><span class=\"w\"> <\/span><span class=\"p\">},<\/span><span class=\"w\">\n          <\/span><span class=\"nl\">\"b\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\"> <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"number\"<\/span><span class=\"w\"> <\/span><span class=\"p\">}<\/span><span class=\"w\">\n        <\/span><span class=\"p\">},<\/span><span class=\"w\">\n        <\/span><span class=\"nl\">\"required\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"s2\">\"a\"<\/span><span class=\"p\">,<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"b\"<\/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><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>\u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 (\u0648 LLMS) \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u062a\u0635\u0645\u06cc\u0645 \u0628\u06af\u06cc\u0631\u0646\u062f \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u0627\u0628\u0632\u0627\u0631 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a \u0648 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06a9\u0631\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E2%9A%99_%D9%81%D8%B1%D8%A7%D8%AE%D9%88%D8%A7%D9%86%DB%8C_%DB%8C%DA%A9_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1\"><\/span>\n<p>  \u2699 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u060c \u0645\u0634\u062a\u0631\u06cc \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>tools\/call\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<p>\u0628\u0627 \u0627\u06cc\u0646 \u0628\u0627\u0631 \u0628\u0627\u0631:<\/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\">\"name\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"calculate_sum\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"arguments\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"a\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"b\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"mi\">5<\/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>\u0633\u0631\u0648\u0631 \u0628\u0627:<\/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\">\"content\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n    <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"text\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"text\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"8\"<\/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>\u0647\u0645\u06cc\u0646 \u0627\u0633\u062a! LLM \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0627\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u06cc\u06a9 \u0632\u0646\u062c\u06cc\u0631\u0647 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%DA%A9%D9%86%D8%AA%D8%B1%D9%84_%D8%B4%D8%AF%D9%87_%D9%85%D8%AF%D9%84\"><\/span>\n<p>  \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u06a9\u0646\u062a\u0631\u0644 \u0634\u062f\u0647 \u0645\u062f\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0647 \u06af\u0648\u0646\u0647 \u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0633\u0637 \u0645\u062f\u0644 \u0647\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0634\u0648\u0646\u062f. \u0645\u06cc\u0632\u0628\u0627\u0646 \u0648\u0627\u0633\u0637\u0647 \u0627\u06cc\u0646 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627:<\/p>\n<p>\u0627\u06cc\u0646 \u0647\u0645\u0627\u0646 \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 &#8220;\u0631\u0641\u062a\u0627\u0631 \u0639\u0627\u0645\u0644&#8221; \u0631\u0627 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644:<\/p>\n<p>\u06a9\u0644\u0648\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u062f \u0648 \u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc \u06af\u06cc\u0631\u062f \u0628\u0627 Analyze_CSV \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u062f \u062a\u0627 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0647\u0627 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u062f &#8211; \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0635\u0631\u06cc\u062d\u0627\u064b \u0627\u0632 \u0622\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%DA%AF%D9%88%D9%87%D8%A7%DB%8C_%D8%B7%D8%B1%D8%A7%D8%AD%DB%8C_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1\"><\/span>\n<p>  \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0627\u0628\u0632\u0627\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0627\u0628\u0632\u0627\u0631 \u0645\u0634\u062a\u0631\u06a9 \u0648 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85\"><\/span>\n<p>  \u0627\u0628\u0632\u0627\u0631 \u0633\u06cc\u0633\u062a\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\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\">\"name\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"run_command\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"description\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Execute a shell command\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"inputSchema\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"object\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"properties\"<\/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=\"p\">{<\/span><span class=\"w\"> <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"string\"<\/span><span class=\"w\"> <\/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=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"array\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n        <\/span><span class=\"nl\">\"items\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\"> <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"string\"<\/span><span class=\"w\"> <\/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><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>\u0627\u0632 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f: \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f LLM GREP \u06cc\u06a9 \u067e\u0631\u0648\u0646\u062f\u0647 \u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u060c \u06cc\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u0628\u0647 \u0645\u0648\u0642\u0639 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_API\"><\/span>\n<p>  \u0627\u062f\u063a\u0627\u0645 API<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\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\">\"name\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"create_github_issue\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"description\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Open a new issue on GitHub\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"inputSchema\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"object\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"properties\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"repo\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\"> <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"string\"<\/span><span class=\"w\"> <\/span><span class=\"p\">},<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"title\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\"> <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"string\"<\/span><span class=\"w\"> <\/span><span class=\"p\">},<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"body\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\"> <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"string\"<\/span><span class=\"w\"> <\/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>\u0627\u0632 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f: \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 AI Dev Assist Assist File Bugs \u0628\u0627\u0634\u062f \u06cc\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a\u06cc \u0631\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u06a9\u0646\u062f.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84\"><\/span>\n<p>  \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\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\">\"name\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"summarize_csv\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"description\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Summarize a CSV file\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"inputSchema\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"object\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"properties\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"filepath\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\"> <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"string\"<\/span><span class=\"w\"> <\/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>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0648\u0631\u062f: \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f LLM \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u06cc\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u062f.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%B1%D9%88%D8%B4%D9%87%D8%A7%DB%8C_%D8%A7%D9%85%D9%86%DB%8C%D8%AA%DB%8C\"><\/span>\n<p>  \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0642\u062f\u0627\u0645 \u0628\u0647 LLMS \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u062d\u0648\u0647 \u0627\u06cc\u0645\u0646 \u0645\u0627\u0646\u062f\u0646 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><strong>\u0627\u0639\u062a\u0628\u0627\u0631 \u0647\u0645\u0647 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627<\/strong><br \/>\u0627\u0632 \u0637\u0631\u062d \u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 JSON \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/p>\n<p>Sanitize INPUT (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u0646\u062f\u0647 \u060c \u062f\u0633\u062a\u0648\u0631\u0627\u062a)<\/p>\n<p><strong>\u0627\u0632 \u06a9\u0646\u062a\u0631\u0644 \u0647\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/strong><br \/>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0628\u0647 \u062f\u0631\u0648\u0627\u0632\u0647 \u062f\u0631 \u067e\u0634\u062a \u0646\u0642\u0634 \u0647\u0627<\/p>\n<p>\u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06cc\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0627\u0631\u0628\u0631<\/p>\n<p><strong>\u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/strong><br \/>\u067e\u06cc\u06af\u06cc\u0631\u06cc \u0627\u0632 \u06a9\u062f\u0627\u0645 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u060c \u0628\u0627 \u0686\u0647 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc<\/p>\n<p>\u062e\u0637\u0627\u0647\u0627\u06cc \u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0648 \u062e\u0631\u0648\u062c\u06cc \u0628\u0631\u0627\u06cc \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc \u062d\u0633\u0627\u0628\u0631\u0633\u06cc<\/p>\n<p><strong>\u062e\u0637\u0627\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0644\u0637\u0641 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f<\/strong><br \/>\u062e\u0637\u0627\u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u060c \u0646\u0647 \u0641\u0642\u0637 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u0627\u062a \u062e\u0627\u0645 \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0628\u0647 LLM \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0633\u0627\u0632\u06af\u0627\u0631 \u0634\u0648\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\">\"isError\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"kc\">true<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"content\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">[<\/span><span class=\"w\">\n    <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"text\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"text\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Error: File not found.\"<\/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<h4><span class=\"ez-toc-section\" id=\"%D9%85%D8%AB%D8%A7%D9%84_%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D8%B3%D8%B1%D9%88%D8%B1_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D8%AF%D8%B1_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86\"><\/span>\n<p>  \u0645\u062b\u0627\u0644: \u0627\u062c\u0631\u0627\u06cc \u0633\u0631\u0648\u0631 \u0627\u0628\u0632\u0627\u0631 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"nd\">@mcp.tool<\/span><span class=\"p\">()<\/span>\n<span class=\"k\">async<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">get_weather<\/span><span class=\"p\">(<\/span><span class=\"n\">city<\/span><span class=\"p\">:<\/span> <span class=\"nb\">str<\/span><span class=\"p\">)<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nb\">str<\/span><span class=\"p\">:<\/span>\n    <span class=\"sh\">\"\"\"<\/span><span class=\"s\">Return current weather for a city.<\/span><span class=\"sh\">\"\"\"<\/span>\n    <span class=\"n\">data<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nf\">fetch_weather<\/span><span class=\"p\">(<\/span><span class=\"n\">city<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">return<\/span> <span class=\"sa\">f<\/span><span class=\"sh\">\"<\/span><span class=\"s\">The temperature in <\/span><span class=\"si\">{<\/span><span class=\"n\">city<\/span><span class=\"si\">}<\/span><span class=\"s\"> is <\/span><span class=\"si\">{<\/span><span class=\"n\">data<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">temp<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span><span class=\"si\">}<\/span><span class=\"s\">\u00b0C.<\/span><span class=\"sh\">\"<\/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<p>\u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062f\u0631 \u067e\u0627\u0633\u062e \u0627\u0628\u0632\u0627\u0631\/\u0644\u06cc\u0633\u062a \u0638\u0627\u0647\u0631 \u0645\u06cc \u0634\u0648\u062f \u0648 \u062a\u0648\u0633\u0637 LLM \u06cc\u0627 \u06a9\u0627\u0631\u0628\u0631 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%86%D8%B1%D8%A7_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%86%D9%85%D8%A7%DB%8C%D9%86%D8%AF%DA%AF%D8%A7%D9%86_%D8%A7%D9%87%D9%85%DB%8C%D8%AA_%D8%AF%D8%A7%D8%B1%D9%86%D8%AF\"><\/span>\n<p>  \u0686\u0631\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u0627\u0646 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u0627\u0646 \u0641\u0642\u0637 \u0686\u062a \u0628\u0627\u0628\u0627\u062a \u0646\u06cc\u0633\u062a\u0646\u062f &#8211; \u0622\u0646\u0647\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0647\u0633\u062a\u0646\u062f. \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0647 \u0622\u0646\u0647\u0627 \u0627\u06cc\u0646 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0631\u0627 \u0645\u06cc \u062f\u0647\u0646\u062f:<\/p>\n<ul>\n<li>\n<p>\u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f<\/p>\n<\/li>\n<li>\n<p>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u067e\u0648\u06cc\u0627 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f<\/p>\n<\/li>\n<li>\n<p>\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0632\u0646\u062c\u06cc\u0631\u0647 \u0627\u06cc \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647<\/p>\n<\/li>\n<li>\n<p>\u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0631\u0627\u0646\u0646\u062f\u06af\u06cc \u0631\u0627 \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0627\u06cc\u0645\u0646 \u0648 \u0642\u0627\u0628\u0644 \u0634\u0646\u06cc\u062f\u0646<\/p>\n<\/li>\n<\/ul>\n<p>\u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0645\u0646\u0627\u0628\u0639 \u060c \u0627\u0639\u0644\u0627\u0646 \u0647\u0627 \u0648 \u0646\u0645\u0648\u0646\u0647 \u06af\u06cc\u0631\u06cc \u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f LLM \u0647\u0627 \u0645\u0627\u0646\u0646\u062f \u062f\u0633\u062a\u06cc\u0627\u0631\u0627\u0646 \u0645\u0634\u062a\u0631\u06a9 \u0628\u0627\u0634\u0646\u062f \u060c \u0646\u0647 \u0641\u0642\u0637 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u0646\u062f\u0647 \u0645\u062a\u0646.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%F0%9F%9B%A0_%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%D8%A7%D8%AC%D9%85%D8%A7%D9%84%DB%8C_%D9%85%D9%81%D8%A7%D9%87%DB%8C%D9%85_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1\"><\/span>\n<p>  \ud83d\udee0 \u0628\u0631\u0631\u0633\u06cc \u0627\u062c\u0645\u0627\u0644\u06cc \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0628\u0632\u0627\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u0645\u0641\u0647\u0648\u0645<\/th>\n<th>\u0634\u0631\u062d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u062a\u0639\u0631\u06cc\u0641 \u0627\u0628\u0632\u0627\u0631<\/td>\n<td>\u0646\u0627\u0645 \u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0648 \u0637\u0631\u062d \u0648\u0631\u0648\u062f\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0641\u06a9\u0631<\/td>\n<td>\n<code>tools\/call<\/code>  \u0628\u0627 \u0627\u0633\u062a\u062f\u0644\u0627\u0644<\/td>\n<\/tr>\n<tr>\n<td>\u062e\u0631\u0648\u062c\u06cc<\/td>\n<td>\u0645\u062a\u0646 \u06cc\u0627 \u067e\u0627\u0633\u062e \u0633\u0627\u062e\u062a\u0627\u0631\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/td>\n<td>\u062f\u0633\u062a\u0648\u0631\u0627\u062a \u067e\u0648\u0633\u062a\u0647 \u060c \u062a\u0645\u0627\u0633 \u0647\u0627\u06cc API \u060c \u062a\u0648\u0644\u06cc\u062f \u06a9\u062f \u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644<\/td>\n<\/tr>\n<tr>\n<td>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc<\/td>\n<td>\u0627\u0639\u062a\u0628\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u060c \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062d\u0633\u0627\u0633 \u0628\u0647 \u062f\u0631\u0648\u0627\u0632\u0647 \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A2%D9%85%D8%AF%D9%86_%D8%A8%D8%B9%D8%AF%DB%8C_%D9%86%D9%85%D9%88%D9%86%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C_%D9%88_%D8%AF%D8%B1%D8%AE%D9%88%D8%A7%D8%B3%D8%AA_%D9%87%D8%A7_%E2%80%93_%D8%A7%D8%AC%D8%A7%D8%B2%D9%87_%D9%85%DB%8C_%D8%AF%D9%87%D8%AF_%D8%B3%D8%B1%D9%88%D8%B1_%D8%A7%D8%B2_%D9%85%D8%AF%D9%84_%DA%A9%D9%85%DA%A9_%D8%A8%D8%AE%D9%88%D8%A7%D9%87%D8%AF\"><\/span>\n<p>  \u0622\u0645\u062f\u0646 \u0628\u0639\u062f\u06cc: \u0646\u0645\u0648\u0646\u0647 \u06af\u06cc\u0631\u06cc \u0648 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627 &#8211; \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0633\u0631\u0648\u0631 \u0627\u0632 \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u0628\u062e\u0648\u0627\u0647\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u062f\u0648 \u067e\u0633\u062a \u067e\u0627\u06cc\u0627\u0646\u06cc \u0627\u06cc\u0646 \u0633\u0631\u06cc \u060c \u0645\u0627 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f:<\/p>\n<p>\u2705 \u0646\u0645\u0648\u0646\u0647 \u06af\u06cc\u0631\u06cc &#8211; \u0686\u06af\u0648\u0646\u0647 \u0633\u0631\u0648\u0631\u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 \u0637\u0648\u0644 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0627\u0632 LLM \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0646\u0646\u062f<br \/>\u2705 Prompts-\u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u062c\u062f\u062f \u0628\u0631\u0627\u06cc \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u06a9\u0627\u0631\u0628\u0631 \u0645\u062d\u0648\u0631 \u06cc\u0627 \u0645\u062f\u0644 \u0645\u062d\u0648\u0631<\/p>\n<p>\u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0647 LLMS \u0642\u062f\u0631\u062a \u0639\u0645\u0644 \u0645\u06cc \u062f\u0647\u0646\u062f. \u0628\u0627 \u06a9\u0646\u062a\u0631\u0644 \u0648 \u0637\u0631\u062d \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u060c \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u060c \u0628\u0647 \u0628\u0644\u0648\u06a9 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0645\u0627\u0646\u06cc \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0646\u0627\u0628\u0639 \u0631\u0627\u06cc\u06af\u0627\u0646 \u062f\u0631 \u067e\u0633\u062a \u0642\u0628\u0644\u06cc \u060c \u0645\u0627 \u0646\u06af\u0627\u0647 \u06a9\u0631\u062f\u06cc\u0645 \u0645\u0646\u0627\u0628\u0639 \u062f\u0631 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0632\u0645\u06cc\u0646\u0647 Model (MCP): \u0686\u06af\u0648\u0646\u0647 LLMS \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0627\u06cc\u0645\u0646 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u062a\u0627 \u062f\u0631\u06a9 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u06cc\u0627\u0646 \u06a9\u0646\u062f. \u0627\u0645\u0627 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u060c \u062e\u0648\u0627\u0646\u062f\u0646 \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u060c \u0634\u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0645\u062f\u0644 \u0628\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u0628\u0634\u0631 \u0627\u06cc\u0646 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":104777,"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%2Fekwmz4jquqjg6n6nt9bg.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-104776","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\/104776","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=104776"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/104776\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/104777"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=104776"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=104776"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=104776"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}