{"id":11899,"date":"2026-06-16T09:02:17","date_gmt":"2026-06-16T02:02:17","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-fabric-tich-hop-mcp-cho-phep-ai-agent-tu-dong-van-hanh-nen-tang-du\/"},"modified":"2026-06-18T17:21:00","modified_gmt":"2026-06-18T10:21:00","slug":"microsoft-fabric-tich-hop-mcp-cho-phep-ai-agent-tu-dong-van-hanh-nen-tang-du","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/ja\/microsoft-fabric-tich-hop-mcp-cho-phep-ai-agent-tu-dong-van-hanh-nen-tang-du\/","title":{"rendered":"Microsoft Fabric t\u00edch h\u1ee3p MCP: Cho ph\u00e9p AI agent t\u1ef1 \u0111\u1ed9ng v\u1eadn h\u00e0nh n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u"},"content":{"rendered":"

Microsoft \u0111ang thay \u0111\u1ed5i c\u0103n b\u1ea3n c\u00e1ch c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng t\u00e1c v\u1edbi n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u Microsoft Fabric. Thay v\u00ec thao t\u00e1c th\u1ee7 c\u00f4ng qua giao di\u1ec7n ho\u1eb7c vi\u1ebft code ph\u1ee9c t\u1ea1p, doanh nghi\u1ec7p gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c AI agent \u0111\u1ec3 v\u1eadn h\u00e0nh Fabric m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean v\u00e0 t\u1ef1 \u0111\u1ed9ng. Ng\u00e0y 21\/04\/2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 vi\u1ec7c t\u00edch h\u1ee3p Model Context Protocol (MCP)<\/strong>, m\u1ed9t ti\u00eau chu\u1ea9n m\u1edf cho ph\u00e9p AI agent giao ti\u1ebfp v\u00e0 \u0111i\u1ec1u khi\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng b\u00ean ngo\u00e0i, v\u00e0o Fabric th\u00f4ng qua hai c\u1ed9t m\u1ed1c quan tr\u1ecdng: Fabric Local MCP<\/strong> (ph\u00e1t h\u00e0nh ch\u00ednh th\u1ee9c) v\u00e0 Fabric Remote MCP<\/strong> (b\u1ea3n xem tr\u01b0\u1edbc).<\/p>\n

MCP l\u00e0 g\u00ec v\u00e0 t\u1ea1i sao quan tr\u1ecdng?<\/h2>\n

Model Context Protocol (MCP) l\u00e0 m\u1ed9t ti\u00eau chu\u1ea9n m\u1edf do Anthropic kh\u1edfi x\u01b0\u1edbng v\u00e0 \u0111\u01b0\u1ee3c nhi\u1ec1u c\u00f4ng ty c\u00f4ng ngh\u1ec7 l\u1edbn nh\u01b0 GitHub, Cloudflare, Stripe \u00e1p d\u1ee5ng. Giao th\u1ee9c n\u00e0y cung c\u1ea5p m\u1ed9t ph\u01b0\u01a1ng th\u1ee9c chung \u0111\u1ec3 c\u00e1c AI agent kh\u00e1m ph\u00e1, t\u00ecm hi\u1ec3u v\u00e0 v\u1eadn h\u00e0nh c\u00e1c h\u1ec7 th\u1ed1ng b\u00ean ngo\u00e0i m\u00e0 kh\u00f4ng c\u1ea7n t\u00edch h\u1ee3p ri\u00eang l\u1ebb cho t\u1eebng c\u00f4ng c\u1ee5.<\/p>\n

\u0110\u1ed1i v\u1edbi doanh nghi\u1ec7p, \u0111i\u1ec1u n\u00e0y gi\u1ea3i quy\u1ebft m\u1ed9t r\u00e0o c\u1ea3n l\u1edbn trong vi\u1ec7c tri\u1ec3n khai AI: s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a vi\u1ec7c t\u00edch h\u1ee3p. Thay v\u00ec ph\u1ea3i x\u00e2y d\u1ef1ng c\u00e1c quy tr\u00ecnh x\u00e1c th\u1ef1c (authentication), API wrapper v\u00e0 qu\u1ea3n l\u00fd token ri\u00eang cho m\u1ed7i agent, MCP lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n c\u00e1c c\u00f4ng vi\u1ec7c k\u1ef9 thu\u1eadt n\u00e0y, gi\u00fap ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 th\u1eddi gian v\u00e0 chi ph\u00ed ph\u00e1t tri\u1ec3n. N\u1ec1n t\u1ea3ng c\u1ee7a b\u1ea1n gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 giao ti\u1ebfp v\u1edbi AI m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean.<\/p>\n

\"Extension<\/figure>\n

Hai c\u1ed9t m\u1ed1c quan tr\u1ecdng c\u1ee7a Microsoft Fabric v\u1edbi MCP<\/h2>\n

Microsoft \u0111\u00e3 \u0111\u01b0a ti\u00eau chu\u1ea9n MCP v\u00e0o Fabric th\u00f4ng qua hai s\u1ea3n ph\u1ea9m ch\u00ednh, ph\u1ee5c v\u1ee5 cho c\u00e1c b\u1ed1i c\u1ea3nh s\u1eed d\u1ee5ng kh\u00e1c nhau:<\/p>\n

Fabric Local MCP (\u0110\u00e3 ph\u00e1t h\u00e0nh ch\u00ednh th\u1ee9c – GA)<\/h3>\n

\u0110\u00e2y l\u00e0 m\u1ed9t server m\u00e3 ngu\u1ed3n m\u1edf ch\u1ea1y tr\u1ef1c ti\u1ebfp tr\u00ean m\u00e1y c\u1ee7a l\u1eadp tr\u00ecnh vi\u00ean. N\u00f3 cung c\u1ea5p cho c\u00e1c tr\u1ee3 l\u00fd AI (nh\u01b0 GitHub Copilot) ki\u1ebfn th\u1ee9c s\u00e2u v\u1ec1 API c\u1ee7a Fabric, cho ph\u00e9p th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 d\u1eef li\u1ec7u t\u1eeb local l\u00ean cloud v\u00e0 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t l\u1edbp th\u1ef1c thi th\u00f4ng qua Fabric CLI. C\u00f4ng c\u1ee5 n\u00e0y l\u00fd t\u01b0\u1edfng cho c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean khi c\u1ea7n vi\u1ebft code, di chuy\u1ec3n d\u1eef li\u1ec7u gi\u1eefa m\u00e1y c\u00e1 nh\u00e2n v\u00e0 OneLake m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c.<\/p>\n

Fabric Remote MCP (B\u1ea3n xem tr\u01b0\u1edbc – Preview)<\/h3>\n

\u0110\u00e2y l\u00e0 m\u1ed9t server \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean cloud, cho ph\u00e9p c\u00e1c AI agent th\u1ef1c hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng th\u1ef1c t\u1ebf, \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c ngay tr\u00ean m\u00f4i tr\u01b0\u1eddng Fabric c\u1ee7a doanh nghi\u1ec7p m\u00e0 kh\u00f4ng c\u1ea7n c\u00e0i \u0111\u1eb7t t\u1ea1i ch\u1ed7. Gi\u1ea3i ph\u00e1p n\u00e0y ph\u00f9 h\u1ee3p cho c\u00e1c agent t\u1ef1 tr\u1ecb trong Copilot Studio, c\u00e1c quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a CI\/CD, ho\u1eb7c qu\u1ea3n l\u00fd workspace v\u00e0 ph\u00e2n quy\u1ec1n ad\u0131na m\u1ed9t nh\u00f3m l\u00e0m vi\u1ec7c.<\/p>\n

\u0110i\u1ec3m chung c\u1ee7a c\u1ea3 hai l\u00e0 c\u00e1c c\u00f4ng c\u1ee5 AI gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 “hi\u1ec3u” Fabric m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean. Ch\u00fang c\u00f3 th\u1ec3 vi\u1ebft code v\u1edbi \u0111\u00fang API, v\u1eadn h\u00e0nh tr\u00ean h\u1ea1 t\u1ea7ng th\u1ef1c v\u00e0 tu\u00e2n th\u1ee7 ho\u00e0n to\u00e0n m\u00f4 h\u00ecnh b\u1ea3o m\u1eadt, RBAC v\u00e0 nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n (audit trail) m\u00e0 doanh nghi\u1ec7p \u0111\u00e3 thi\u1ebft l\u1eadp.<\/p>\n

\u1ee8ng d\u1ee5ng th\u1ef1c ti\u1ec5n cho doanh nghi\u1ec7p<\/h2>\n

Vi\u1ec7c t\u00edch h\u1ee3p MCP m\u1edf ra nhi\u1ec1u kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 n\u00e2ng cao hi\u1ec7u su\u1ea5t cho c\u00e1c vai tr\u00f2 kh\u00e1c nhau trong t\u1ed5 ch\u1ee9c:<\/p>\n

    \n
  • D\u00e0nh cho l\u1eadp tr\u00ecnh vi\u00ean:<\/strong> Khi c\u1ea7n vi\u1ebft m\u1ed9t script Python \u0111\u1ec3 \u0111\u1ecdc d\u1eef li\u1ec7u t\u1eeb lakehouse, AI agent c\u00f3 th\u1ec3 truy v\u1ea5n Local MCP \u0111\u1ec3 l\u1ea5y th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt OpenAPI ch\u00ednh x\u00e1c, ki\u1ec3m tra c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t v\u00e0 t\u1ea1o ra \u0111o\u1ea1n code \u0111\u01b0\u1ee3c grounding<\/em> (neo v\u00e0o ngu\u1ed3n tin c\u1eady) v\u00e0o API th\u1ef1c t\u1ebf.<\/li>\n
  • D\u00e0nh cho tr\u01b0\u1edfng nh\u00f3m:<\/strong> Ch\u1ec9 c\u1ea7n ra l\u1ec7nh b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean nh\u01b0 “T\u1ea1o m\u1ed9t workspace m\u1edbi t\u00ean ‘Q2-Analytics’, th\u00eam m\u1ed9t lakehouse, t\u1ea3i l\u00ean c\u00e1c file CSV n\u00e0y v\u00e0 c\u1ea5p quy\u1ec1n \u0111\u1ecdc cho nh\u00f3m ph\u00e2n t\u00edch”, agent s\u1ebd s\u1eed d\u1ee5ng Remote MCP \u0111\u1ec3 th\u1ef1c hi\u1ec7n t\u1ea5t c\u1ea3 c\u00e1c t\u00e1c v\u1ee5 n\u00e0y.<\/li>\n
  • D\u00e0nh cho k\u1ef9 s\u01b0 n\u1ec1n t\u1ea3ng:<\/strong> T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh sao l\u01b0u, di chuy\u1ec3n d\u1eef li\u1ec7u ho\u1eb7c tri\u1ec3n khai h\u1ea1 t\u1ea7ng b\u1eb1ng c\u00e1ch cho ph\u00e9p AI agent t\u1ea1o v\u00e0 th\u1ef1c thi c\u00e1c k\u1ecbch b\u1ea3n Fabric CLI.<\/li>\n
  • D\u00e0nh cho to\u00e0n t\u1ed5 ch\u1ee9c:<\/strong> X\u00e2y d\u1ef1ng m\u1ed9t agent t\u00f9y ch\u1ec9nh trong Copilot Studio, k\u1ebft n\u1ed1i n\u00f3 v\u1edbi Fabric Remote MCP v\u00e0 tri\u1ec3n khai l\u00ean Microsoft Teams. Nh\u00e2n vi\u00ean c\u00f3 th\u1ec3 y\u00eau c\u1ea7u agent t\u1ea1o workspace hay qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean Fabric ngay t\u1eeb giao di\u1ec7n chat quen thu\u1ed9c.<\/li>\n<\/ul>\n

    B\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u1eb5n<\/h2>\n

    An to\u00e0n l\u00e0 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u khi cho ph\u00e9p AI v\u1eadn h\u00e0nh tr\u00ean n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u. Microsoft \u0111\u00e3 thi\u1ebft k\u1ebf MCP cho Fabric v\u1edbi c\u00e1c l\u1edbp b\u1ea3o v\u1ec7 ch\u1eb7t ch\u1ebd:<\/p>\n

      \n
    • Th\u1ef1c thi RBAC:<\/strong> C\u00e1c agent ho\u1ea1t \u0111\u1ed9ng v\u1edbi danh t\u00ednh v\u00e0 quy\u1ec1n h\u1ea1n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u0103ng nh\u1eadp. Ch\u00fang kh\u00f4ng th\u1ec3 t\u1ef1 n\u00e2ng quy\u1ec1n hay v\u01b0\u1ee3t qua c\u00e1c gi\u1edbi h\u1ea1n \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp.<\/li>\n
    • Nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n \u0111\u1ea7y \u0111\u1ee7:<\/strong> M\u1ecdi thao t\u00e1c do MCP th\u1ef1c hi\u1ec7n \u0111\u1ec1u \u0111\u01b0\u1ee3c ghi l\u1ea1i trong Fabric Audit Logs, cung c\u1ea5p kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t v\u00e0 truy v\u1ebft to\u00e0n di\u1ec7n cho qu\u1ea3n tr\u1ecb vi\u00ean.<\/li>\n
    • Ki\u1ec3m so\u00e1t h\u00e0nh \u0111\u1ed9ng c\u00f3 t\u00ednh h\u1ec7 qu\u1ea3:<\/strong> C\u00e1c ho\u1ea1t \u0111\u1ed9ng mang t\u00ednh ph\u00e1 h\u1ee7y (nh\u01b0 x\u00f3a t\u00e0i nguy\u00ean) s\u1ebd \u0111\u01b0\u1ee3c g\u1eafn c\u1edd v\u00e0 agent s\u1ebd y\u00eau c\u1ea7u x\u00e1c nh\u1eadn t\u1eeb ng\u01b0\u1eddi d\u00f9ng tr\u01b0\u1edbc khi ti\u1ebfn h\u00e0nh.<\/li>\n
    • Ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u:<\/strong> Remote MCP ch\u1ec9 tr\u1ea3 v\u1ec1 metadata v\u00e0 th\u00f4ng tin schema, kh\u00f4ng cho ph\u00e9p tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u h\u00e0ng lo\u1ea1t. Lu\u1ed3ng d\u1eef li\u1ec7u l\u1edbn v\u1eabn ph\u1ea3i \u0111i qua OneLake v\u1edbi c\u00e1c l\u1edbp b\u1ea3o m\u1eadt ri\u00eang.<\/li>\n<\/ul>\n

      V\u1edbi vi\u1ec7c t\u00edch h\u1ee3p MCP, Microsoft Fabric kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u m\u00e0 c\u00f2n \u0111ang tr\u1edf th\u00e0nh m\u1ed9t h\u1ec7 \u0111i\u1ec1u h\u00e0nh th\u00f4ng minh, s\u1eb5n s\u00e0ng cho k\u1ef7 nguy\u00ean c\u1ee7a c\u00e1c agentic AI<\/em> (AI t\u00e1c t\u1eed), gi\u00fap doanh nghi\u1ec7p t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u1eadn h\u00e0nh v\u00e0 khai th\u00e1c gi\u00e1 tr\u1ecb d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>","protected":false},"excerpt":{"rendered":"

      Microsoft \u0111ang thay \u0111\u1ed5i c\u0103n b\u1ea3n c\u00e1ch c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng t\u00e1c v\u1edbi n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u Microsoft Fabric. Thay v\u00ec thao t\u00e1c th\u1ee7 c\u00f4ng qua giao di\u1ec7n ho\u1eb7c vi\u1ebft code ph\u1ee9c t\u1ea1p, doanh nghi\u1ec7p gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c AI agent \u0111\u1ec3 v\u1eadn h\u00e0nh Fabric m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean v\u00e0 t\u1ef1 \u0111\u1ed9ng. Ng\u00e0y 21\/04\/2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 vi\u1ec7c t\u00edch h\u1ee3p Model Context Protocol (MCP), m\u1ed9t ti\u00eau chu\u1ea9n m\u1edf cho ph\u00e9p AI agent giao ti\u1ebfp v\u00e0 \u0111i\u1ec1u khi\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng b\u00ean ngo\u00e0i, v\u00e0o Fabric th\u00f4ng qua hai c\u1ed9t m\u1ed1c quan tr\u1ecdng: Fabric Local MCP (ph\u00e1t h\u00e0nh ch\u00ednh th\u1ee9c) v\u00e0 Fabric Remote MCP (b\u1ea3n xem tr\u01b0\u1edbc)….<\/p>","protected":false},"author":15,"featured_media":11897,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11899","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ms-blogs"],"acf":[],"yoast_head":"\nMicrosoft Fabric t\u00edch h\u1ee3p MCP: Cho ph\u00e9p AI agent t\u1ef1 \u0111\u1ed9ng v\u1eadn h\u00e0nh n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u | CMC Telecom<\/title>\n<meta name=\"description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Microsoft Fabric t\u00edch h\u1ee3p MCP: Cho ph\u00e9p AI agent t\u1ef1 \u0111\u1ed9ng v\u1eadn h\u00e0nh n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta property=\"og:url\" content=\"https:\/\/microsoft.cmctelecom.vn\/ja\/microsoft-fabric-tich-hop-mcp-cho-phep-ai-agent-tu-dong-van-hanh-nen-tang-du\/\" \/>\n<meta property=\"og:site_name\" content=\"CMC Telecom\" \/>\n<meta property=\"article:published_time\" 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