{"id":11127,"date":"2026-03-25T14:56:18","date_gmt":"2026-03-25T13:56:18","guid":{"rendered":"https:\/\/open-data-germany.org\/?p=11127"},"modified":"2026-03-26T08:25:12","modified_gmt":"2026-03-26T07:25:12","slug":"mcp-server-ai-access-to-the-open-data-knowledge-graph","status":"publish","type":"post","link":"https:\/\/open-data-germany.org\/en\/mcp-server-ai-access-to-the-open-data-knowledge-graph\/","title":{"rendered":"MCP Server &#8211; AI access to the Open Data Knowledge Graph"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p data-start=\"1027\" data-end=\"1143\">The next generation of data utilization is here: <strong data-start=\"1075\" data-end=\"1143\">Artificial intelligence directly accesses structured data.<\/strong><\/p>\n<p data-start=\"1145\" data-end=\"1428\">With the <strong data-start=\"1153\" data-end=\"1192\">MCP Server (Model Context Protocol)<\/strong>, we provide the Open Data Knowledge Graph of German tourism for modern AI applications. Developers can use it to integrate tourism data from Germany directly into <strong data-start=\"1360\" data-end=\"1415\">AI agents, chatbots or automated applications<\/strong>. <\/p>\n<p data-start=\"1430\" data-end=\"1522\">In this way, open data becomes a <strong data-start=\"1460\" data-end=\"1521\">real building block for intelligent applications in tourism<\/strong>.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><h2 data-start=\"2342\" data-end=\"2370\">Why MCP for tourism?<\/h2>\n<p data-start=\"2372\" data-end=\"2469\">Digital applications in tourism are developing rapidly in the direction of <strong data-start=\"2442\" data-end=\"2468\">AI-supported services<\/strong>:<\/p>\n<ul>\n<li data-start=\"2473\" data-end=\"2498\">Intelligent travel planning<\/li>\n<li data-start=\"2501\" data-end=\"2533\">Conversational Travel Assistants<\/li>\n<li data-start=\"2536\" data-end=\"2570\">Automated content generation<\/li>\n<li data-start=\"2573\" data-end=\"2601\">personalized recommendations<\/li>\n<li data-start=\"2604\" data-end=\"2629\">AI-supported data analysis<\/li>\n<\/ul>\n<p data-start=\"2631\" data-end=\"2747\">The <strong data-start=\"2635\" data-end=\"2689\">Open Data Knowledge Graph of Deutschlandtourismus<\/strong> provides high-quality, structured data for this purpose &#8211; e.g:<\/p>\n<ul>\n<li data-start=\"2751\" data-end=\"2771\">Places of interest<\/li>\n<li data-start=\"2774\" data-end=\"2782\">Events<\/li>\n<li data-start=\"2785\" data-end=\"2795\">Regions<\/li>\n<li data-start=\"2798\" data-end=\"2826\">Tourist infrastructure<\/li>\n<li data-start=\"2829\" data-end=\"2835\">POIs<\/li>\n<\/ul>\n<p data-start=\"2837\" data-end=\"2921\">The MCP server allows this data to <strong data-start=\"2877\" data-end=\"2920\">be integrated directly into AI systems<\/strong>. This creates an <strong data-start=\"2939\" data-end=\"3006\">open, AI-enabled data ecosystem for German tourism<\/strong>. <\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\"><h2 data-start=\"3022\" data-end=\"3054\">How does MCP access work?<\/h2>\n<p data-start=\"3056\" data-end=\"3196\">The MCP server provides a standardized interface that AI applications can use to access data from the Knowledge Graph.<\/p>\n<p data-start=\"3198\" data-end=\"3215\">Typical procedure:<\/p>\n<ol>\n<li data-start=\"3220\" data-end=\"3259\">An AI application makes a request<\/li>\n<li data-start=\"3263\" data-end=\"3307\">The MCP server interprets this request<\/li>\n<li data-start=\"3311\" data-end=\"3369\">The Knowledge Graph provides suitable structured data<\/li>\n<li data-start=\"3373\" data-end=\"3428\">The AI uses this data for its response or function<\/li>\n<\/ol>\n<p data-start=\"3430\" data-end=\"3595\">The Model Context Protocol enables <strong data-start=\"3479\" data-end=\"3554\">bidirectional communication between AI systems and external services<\/strong>. This means that AI applications can not only retrieve information, but also perform complex data queries automatically. <\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\"><h2 data-start=\"3735\" data-end=\"3765\">Use cases for MCP in tourism<\/h2>\n<p data-start=\"3767\" data-end=\"3869\">The MCP Server opens up numerous application possibilities for developers and tourism organizations.<\/p>\n<\/div><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-2 fusion-columns-total-4 fusion-content-boxes-1 content-boxes-icon-with-title content-left has-flex-alignment\" style=\"--awb-backgroundcolor:#ffffff;--awb-border-radius-top-left:10px;--awb-border-radius-top-right:10px;--awb-border-radius-bottom-right:10px;--awb-border-radius-bottom-left:10px;--awb-alignment:stretch;--awb-hover-accent-color:#d10019;--awb-circle-hover-accent-color:#d10019;--awb-box-shadow:0px 10px 20px 0px rgba(0,0,0,0.5);;\" data-animationOffset=\"top-into-view\"><div style=\"--awb-backgroundcolor:#ffffff;\" class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-6 col-md-6 col-sm-6 fusion-content-box-hover content-box-column-first-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon icon-hover-animation-fade fusion-animated\" data-animationType=\"fadeInUp\" data-animationDuration=\"0.7\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:rgba(255,255,255,0);border-width:0px;background-color:#d10019;box-sizing:content-box;height:50px;width:50px;line-height:50px;border-radius:50%;font-size:25px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-globe fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h2_typography-font-size:18px;--fontSize:18;line-height:1.6;\">Automated travel planning<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p data-start=\"4176\" data-end=\"4247\">AI systems can automatically generate travel routes from open data.<\/p>\n<p data-start=\"4249\" data-end=\"4259\">Examples:<\/p>\n<ul>\n<li data-start=\"4263\" data-end=\"4292\">Personalized travel routes<\/li>\n<li data-start=\"4295\" data-end=\"4342\">themed trips (culture, nature, cuisine)<\/li>\n<li data-start=\"4345\" data-end=\"4367\">Regional recommendations<\/li>\n<\/ul>\n<\/div><\/div><\/div><div style=\"--awb-backgroundcolor:#ffffff;\" class=\"fusion-column content-box-column content-box-column content-box-column-2 col-lg-6 col-md-6 col-sm-6 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon icon-hover-animation-fade fusion-animated\" data-animationType=\"fadeInUp\" data-animationDuration=\"0.7\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:rgba(255,255,255,0);border-width:0px;background-color:#d10019;box-sizing:content-box;height:50px;width:50px;line-height:50px;border-radius:50%;font-size:25px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-mobile-alt fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h2_typography-font-size:18px;--fontSize:18;line-height:1.6;\">Tourism apps and platforms<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p data-start=\"4599\" data-end=\"4646\">The MCP server can serve as a data source for:<\/p>\n<ul>\n<li data-start=\"4650\" data-end=\"4661\">Travel apps<\/li>\n<li data-start=\"4664\" data-end=\"4686\">Digital guest cards<\/li>\n<li data-start=\"4689\" data-end=\"4710\">Destination portals<\/li>\n<li data-start=\"4713\" data-end=\"4738\">Smart Tourism applications<\/li>\n<\/ul>\n<\/div><\/div><\/div><div style=\"--awb-backgroundcolor:#ffffff;\" class=\"fusion-column content-box-column content-box-column content-box-column-3 col-lg-6 col-md-6 col-sm-6 fusion-content-box-hover content-box-column-first-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon icon-hover-animation-fade fusion-animated\" data-animationType=\"fadeInUp\" data-animationDuration=\"0.7\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:rgba(255,255,255,0);border-width:0px;background-color:#d10019;box-sizing:content-box;height:50px;width:50px;line-height:50px;border-radius:50%;font-size:25px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-laptop fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h2_typography-font-size:18px;--fontSize:18;line-height:1.6;\">AI-supported content systems<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p data-start=\"4407\" data-end=\"4446\">Content platforms can automatically:<\/p>\n<ul>\n<li data-start=\"4450\" data-end=\"4481\">Generate POI descriptions<\/li>\n<li data-start=\"4484\" data-end=\"4518\">Create event information<\/li>\n<li data-start=\"4521\" data-end=\"4557\">Deriving travel recommendations from data<\/li>\n<\/ul>\n<\/div><\/div><\/div><div style=\"--awb-backgroundcolor:#ffffff;\" class=\"fusion-column content-box-column content-box-column content-box-column-4 col-lg-6 col-md-6 col-sm-6 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon icon-hover-animation-fade fusion-animated\" data-animationType=\"fadeInUp\" data-animationDuration=\"0.7\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:rgba(255,255,255,0);border-width:0px;background-color:#d10019;box-sizing:content-box;height:50px;width:50px;line-height:50px;border-radius:50%;font-size:25px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-user fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h2_typography-font-size:18px;--fontSize:18;line-height:1.6;\">AI travel assistants<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p data-start=\"3895\" data-end=\"3970\">Chatbots and AI agents can access current tourism data directly.<\/p>\n<p data-start=\"3972\" data-end=\"3982\">Examples:<\/p>\n<ul>\n<li data-start=\"3986\" data-end=\"4036\">&#8220;What sights are there nearby?&#8221;<\/li>\n<li data-start=\"4039\" data-end=\"4098\">&#8220;What events are taking place in Berlin this weekend?&#8221;<\/li>\n<li data-start=\"4101\" data-end=\"4137\">&#8220;Plan a trip through Bavaria for me.&#8221;<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-column-gap:15px;--awb-row-gap:15px;--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-row fusion-flex-align-items-center\"><div 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DOCUMENTATION<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":8,"featured_media":6624,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[140,127,145,138,147,141],"tags":[],"class_list":["post-11127","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-management","category-uncategorized","category-smart-destination-en","category-strategy","category-technologies-and-backgrounds","category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MCP Server - AI access to the Open Data Knowledge Graph - Open Data Destination Germany<\/title>\n<meta name=\"description\" content=\"Connect AI applications directly with open tourism data and create innovative added value for tourism in 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