{"id":66720,"date":"2025-12-17T12:58:08","date_gmt":"2025-12-17T12:58:08","guid":{"rendered":"https:\/\/morningtrain.dk\/what-is-an-mcp-model-context-protocol-explained-simply\/"},"modified":"2026-04-17T12:56:12","modified_gmt":"2026-04-17T12:56:12","slug":"what-is-an-mcp-model-context-protocol-explained-simply","status":"publish","type":"post","link":"https:\/\/morningtrain.dk\/en\/what-is-an-mcp-model-context-protocol-explained-simply\/","title":{"rendered":"What is an MCP? Model Context Protocol explained simply"},"content":{"rendered":"\n<section class=\"wp-block-mt-blog-post-cover mt-blog-post-cover\"><div class=\"mt-blog-post-cover__inner page-container\"><div class=\"mt-blog-post-cover__text-container\"><p class=\"mt-blog-post-cover__tagline tagline\">AI<\/p><p class=\"mt-blog-post-cover__date\">17. december 2025<\/p><h1 class=\"mt-blog-post-cover__title\">What is an MCP? Model Context Protocol explained simply <\/h1><\/div><div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">Model Context Protocol (MCP) makes it possible to explain to AI what it should be able to do\u2014in plain language. <\/p><\/div>\n\n<figure class=\"wp-block-post-featured-image\"><img decoding=\"async\" width=\"1248\" height=\"720\" src=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2025\/12\/Hvad-er-en-MCP_-Model-Context-Protocol-forklaret-enkelt.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"object-fit:cover;\" srcset=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2025\/12\/Hvad-er-en-MCP_-Model-Context-Protocol-forklaret-enkelt.png 1248w, https:\/\/morningtrain.dk\/wp-content\/uploads\/2025\/12\/Hvad-er-en-MCP_-Model-Context-Protocol-forklaret-enkelt-300x173.png 300w, https:\/\/morningtrain.dk\/wp-content\/uploads\/2025\/12\/Hvad-er-en-MCP_-Model-Context-Protocol-forklaret-enkelt-1024x591.png 1024w, https:\/\/morningtrain.dk\/wp-content\/uploads\/2025\/12\/Hvad-er-en-MCP_-Model-Context-Protocol-forklaret-enkelt-768x443.png 768w, https:\/\/morningtrain.dk\/wp-content\/uploads\/2025\/12\/Hvad-er-en-MCP_-Model-Context-Protocol-forklaret-enkelt-600x346.png 600w\" sizes=\"(max-width: 1248px) 100vw, 1248px\" \/><\/figure><\/div><\/section>\n<section\n    class=\"mt-blog-post-content mt-blog-post-content--has-table-of-contents mtSpacing-top-none mtSpacing-bottom-medium\"\n>\n    <div class=\"mt-blog-post-content__inner page-container\">\n        <div class=\"mt-blog-post-content__table-of-contents\">\n                                                <p class=\"mt-blog-post-content__table-of-contents-title\">\n                        Indhold\n                    <\/p>\n                                                    <a\n                        href=\"#definition\"\n                        class=\"mt-blog-post-content__table-of-contents-item\"\n                    >\n                        Model Context Protocol definition\n                    <\/a>\n                                    <a\n                        href=\"#praksis\"\n                        class=\"mt-blog-post-content__table-of-contents-item\"\n                    >\n                        S\u00e5dan fungerer MCP-servere i praksis\n                    <\/a>\n                                    <a\n                        href=\"#sikkert\"\n                        class=\"mt-blog-post-content__table-of-contents-item\"\n                    >\n                        Er MCP sikkert?\n                    <\/a>\n                                    <a\n                        href=\"#integration\"\n                        class=\"mt-blog-post-content__table-of-contents-item\"\n                    >\n                        AI-integration der skaber v\u00e6rdi i digitale k\u00f8bsrejser\n                    <\/a>\n                                    <a\n                        href=\"#implementering\"\n                        class=\"mt-blog-post-content__table-of-contents-item\"\n                    >\n                        Implementering af MCP\n                    <\/a>\n                                    <a\n                        href=\"#fremtiden\"\n                        class=\"mt-blog-post-content__table-of-contents-item\"\n                    >\n                        Hvorfor MCP er fremtiden for B2B AI-integration\n                    <\/a>\n                                  <\/div>\n        <div class=\"mt-blog-post-content__items\">\n                            \n\n<h2 class=\"wp-block-heading\" id=\"definition\">Model Context Protocol definition: Your answer to AI integration<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MCP is best explained as <strong>a shared set of ground rules between your business and AI<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You define which data the AI may use, which systems it may interact with, and what it is allowed to do\u2014and the AI follows those boundaries.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Where you previously had to explain to each AI solution how it should communicate with every single system, MCP solves this by creating one standardised protocol.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In practice, this means you explain things once and reuse that explanation across AI solutions\u2014resulting in 50\u201370% faster implementation and significantly fewer technical risks.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"900\" style=\"aspect-ratio: 720 \/ 900;\" width=\"720\" autoplay=\"\" controls=\"\" muted=\"\" src=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2025\/12\/Vaerdien-af-MCP.mp4\"><\/video><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"praksis\">How MCP servers work in practice<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An MCP server brings your tools, APIs and databases together under one standardised interface. Think of it as a translator that enables AI agents to communicate with all your systems in the same language. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The MCP architecture consists of three components<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MCP client:<\/strong> The AI agent that needs to use your data<\/li>\n\n\n\n<li><strong>MCP server:<\/strong> The connection to your tools and databases<\/li>\n\n\n\n<li><strong>JSON-RPC protocol:<\/strong> The communication layer between client and server<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This architecture ensures that you can integrate AI into your digital customer journeys without compromising security or stability.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"sikkert\">Is MCP secure?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For businesses, security is critical. MCP is built on OAuth 2.1 authorisation, which is well-tested and widely recognised. You get:  <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Granular access control for each individual data type<\/li>\n\n\n\n<li>Audit logs that track all AI activity<\/li>\n\n\n\n<li>Local deployment options for sensitive data<\/li>\n\n\n\n<li>GDPR compliance through security by design<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This means you can automate parts of the customer journey without losing control of customer data or business-critical processes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"integration\">AI integration that creates value in digital customer journeys<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI can understand where the customer is in the customer journey because you have told it what the data means\u2014not just where it is stored. For B2B companies, this creates concrete opportunities to optimise the customer journey in relation to the following:  <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Lead qualification and nurturing<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">AI agents can access <a href=\"https:\/\/morningtrain.dk\/en\/what-is-crm-and-what-can-you-use-a-crm-system-for\/\" type=\"post\" id=\"47889\">CRM data<\/a>, behavioural patterns and previous interactions via MCP servers. The result is automated <a href=\"https:\/\/morningtrain.dk\/en\/when-should-you-work-with-lead-scoring-and-lead-tracking\/\" type=\"post\" id=\"63185\">lead scoring<\/a> and personalised content that hits precisely where your prospects are in the customer journey. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Customer support and onboarding<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">By connecting AI agents to knowledge bases, product documentation and customer history via MCP, you can deliver instant, accurate support. Not generic chatbot replies, but contextual help based on the customer\u2019s specific situation. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"implementering\">Implementing MCP: From theory to practice<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MCP does not lock you into a single AI model. It gives you the flexibility to choose the best tools for your specific industry and needs. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">First steps towards MCP integration<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Start by identifying the tools in your digital customer journey where AI can create the most value. This could be: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Marketing automation platforms<\/li>\n\n\n\n<li><a href=\"https:\/\/morningtrain.dk\/en\/what-is-crm-and-what-can-you-use-a-crm-system-for\/\">CRM systems<\/a><\/li>\n\n\n\n<li>Customer support tools<\/li>\n\n\n\n<li>Analytics and reporting<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The next step is to choose an MCP implementation that matches your security requirements and technical setup.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"fremtiden\">Why MCP is the future of B2B AI integration<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MCP solves the fundamental problems that have held many <a href=\"https:\/\/morningtrain.dk\/en\/what-is-b2b\/hvad-er-b2b-2\/\" type=\"post\" id=\"63777\">B2B companies<\/a> back from implementing AI in their digital processes:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Reduced technical complexity:<\/strong> One standard instead of hundreds of custom integrations<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Faster time-to-market:<\/strong> A proven protocol rather than building everything from scratch<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Lower risk:<\/strong> Standardised security models and thoroughly tested connections<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Scalability:<\/strong> Add new AI tools without rebuilding existing integrations<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For companies that want to digitalise and scale their customer journeys, MCP is not just a technical solution. At its core, MCP is about making AI understandable and usable in everyday work. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When you can explain to AI what it should be able to do\u2014in \u201chuman language\u201d\u2014it becomes part of the business. Not an experiment in the IT department. <\/p>\n\n\n                                            <\/div>\n        <div class=\"mt-blog-post-content__small-related-posts\">\n                                <\/div>\n    <\/div>\n    <\/section>\n\n<section class=\"mt-contact-section-primary mtSpacing-top-extraSmall mtSpacing-bottom-extraSmall\">\n        <div class=\"mt-contact-section-primary__inner\">\n            <div class=\"mt-contact-section-primary__employees mt-contact-section-primary__employees--left\">\n    <svg class=\"desktop\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"374\" height=\"446\" viewBox=\"0 0 374 434\" fill=\"none\">\n        <path opacity=\"0.1\" d=\"M134.537 433.3C45.3596 429.676 -23.0317 325.591 9.03701 242.3C38.5001 165.777 123.57 166.011 205.537 168.3C258.248 169.771 335.707 202.586 367.539 147.3C404.88 82.4455 247.037 -1.7002 247.037 -1.7002\" stroke=\"black\"\/>\n    <\/svg>\n    <svg class=\"mobile\" width=\"341\" height=\"184\" viewBox=\"0 0 341 184\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n        <path opacity=\"0.1\" d=\"M52.1,80.2c-80.4-3.3-48.6,64.1-19.7-11C59,0.3,135.7,0.5,209.5,2.5c47.5,1.3,94.7,23.9,131.9-2.5\" stroke=\"black\" stroke-width=\"0.901349\"\/>\n    <\/svg>\n            <div class=\"mt-contact-section-primary__employees--pill mt-contact-section-primary__employees--pill--top\">\n            <img decoding=\"async\"\n                src=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2023\/12\/Niclas-208x300.png\"\n                alt=\"Niclas Johansen\"\n            \/>\n        <\/div>\n                <div class=\"mt-contact-section-primary__employees--pill mt-contact-section-primary__employees--pill--middle\">\n            <img decoding=\"async\"\n                src=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2024\/01\/sanne-storm-208x300.png\"\n                alt=\"Sanne Storm\"\n            \/>\n        <\/div>\n                <div class=\"mt-contact-section-primary__employees--pill mt-contact-section-primary__employees--pill--bottom\">\n            <img decoding=\"async\"\n                src=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2025\/05\/Jonas-1-208x300.png\"\n                alt=\"Jonas Steen\"\n            \/>\n        <\/div>\n    <\/div>\n            <div class=\"mt-contact-section-primary__content page-container\">\n                <div class=\"mt-contact-section-primary__text-container\">\n                                            \n\n<p class=\"wp-block-mt-tagline mt-tagline\">Do not hesitate &#8211; we are always ready for a chat<\/p>\n\n\n\n<h2 class=\"wp-block-mt-heading mt-heading\">Let&#8217;s have a chat about your digital project<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Let\u2019s go into detail so we can find solutions together that match your needs.<\/p>\n\n\n\n<div class=\"wp-block-mt-buttons mt-buttons\">\n<a class=\"wp-block-mt-button mt-button mt-button--primary open-slide-in-contact\" data-contact-slide-in-view=\"1\"><span class=\"mt-button__text\">Contact us<\/span><\/a>\n\n\n\n<a class=\"wp-block-mt-button mt-button mt-button--calendar open-slide-in-contact\" data-contact-slide-in-view=\"3\"><span class=\"mt-button__text\">Book a meeting<\/span><\/a>\n<\/div>\n\n\n                                    <\/div>\n            <\/div>\n            <div class=\"mt-contact-section-primary__employees mt-contact-section-primary__employees--right\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"257\" height=\"514\" viewBox=\"0 0 257 514\" fill=\"none\">\n        <path opacity=\"0.1\" d=\"M77.5008 508.8C163.42 532.959 260.672 455.157 255.961 366.03C248.582 226.406 95.3635 250.267 28.5074 164.27C-57.7763 53.283 85.5077 -18.5301 85.5077 -18.5301\" stroke=\"black\"\/>\n    <\/svg>\n            <div class=\"mt-contact-section-primary__employees--pill mt-contact-section-primary__employees--pill--top\">\n            <img decoding=\"async\"\n                src=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2023\/12\/Emelie-208x300.png\"\n                alt=\"Emelie Car\u00e9n\"\n            \/>\n        <\/div>\n                <div class=\"mt-contact-section-primary__employees--pill mt-contact-section-primary__employees--pill--middle\">\n            <img decoding=\"async\"\n                src=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2023\/10\/Jesper-1-208x300.png\"\n                alt=\"Jesper Martinussen\"\n            \/>\n        <\/div>\n                <div class=\"mt-contact-section-primary__employees--pill mt-contact-section-primary__employees--pill--bottom\">\n            <img decoding=\"async\"\n                src=\"https:\/\/morningtrain.dk\/wp-content\/uploads\/2024\/09\/Emil-208x300.png\"\n                alt=\"Emil Grimsgaard\"\n            \/>\n        <\/div>\n    <\/div>\n        <\/div>\n    <\/section>\n","protected":false},"excerpt":{"rendered":"<p>Model Context Protocol (MCP) makes it possible to explain to AI what it should be able to do\u2014in plain language.<\/p>\n","protected":false},"author":2,"featured_media":66721,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[385],"tags":[394],"class_list":["post-66720","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-b2b"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What is an MCP? 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