{"id":74178,"date":"2025-10-20T21:00:08","date_gmt":"2025-10-20T13:00:08","guid":{"rendered":"https:\/\/www.hongkiat.com\/blog\/?p=74178"},"modified":"2025-10-01T16:07:00","modified_gmt":"2025-10-01T08:07:00","slug":"docker-mcp-server-setup-guide","status":"publish","type":"post","link":"https:\/\/www.hongkiat.com\/blog\/docker-mcp-server-setup-guide\/","title":{"rendered":"How to Run MCP Servers with Docker"},"content":{"rendered":"<p>When working with Model Context Protocol (MCP) servers, each one might require its own setup, tools, or environment. For a deeper dive into MCP server development tools, check out our <a href=\"https:\/\/www.hongkiat.com\/blog\/mcp-servers-development-tools\/\">detailed guide here<\/a>.<\/p>\n<p>For example, a GitHub Actions MCP server might require access tokens and GitHub CLI, and one MCP might require <code>uvx<\/code> from Python while the other might require <code>npx<\/code> from NPM to run the scripts. Managing these different setups manually can be messy, slow, and error-prone.<\/p>\n<p>That\u2019s where Docker makes things easier. It packages everything an MCP server needs into a clean, self-contained container. So you can run it without worrying about setup conflicts.<\/p>\n<p>Let\u2019s dive in and see how it works.<\/p>\n<p class=\"recommended_top\">\n\t\t\t\t\t<strong>Read Also:<\/strong>\u00a0\n\t\t\t\t\t<a target=\"_blank\" href=\"https:\/\/www.hongkiat.com\/blog\/mcp-servers-development-tools\/\">5 Powerful MCP Servers To Transform Your Development Workflow<\/a>\n\t\t\t\t<\/p>\n<h2>Installation<\/h2>\n<p>First of all, you need to install Docker on your machine. You can find the installation instructions for your operating system on the <a href=\"https:\/\/docs.docker.com\/get-docker\/\" target=\"_blank\" rel=\"noopener noreferrer\">official Docker website<\/a>.<\/p>\n<p>After you have it installed, launch the Docker app and you can find the MCP server catalog in the <strong>\u201cMCP Toolkit\u201d<\/strong> menu within the app. Here you can find many MCP servers that you can install and run such as DuckDuckGo, Github, and even cURL.<\/p>\n<figure>\n    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/docker-mcp-server-setup-guide\/docker-mcp-toolkit.jpg\" alt=\"Docker MCP Toolkit interface\" width=\"1000\" height=\"600\">\n  <\/figure>\n<p>Select which MCP you\u2019d like to install. In this case, I\u2019ll install cURL and the GitHub Official MCP.<\/p>\n<h2>Client Configs<\/h2>\n<p>Docker MCP supports multiple clients including VS Code, Cursor, Claude, and LM Studio. In this example, I\u2019ll be using <a href=\"https:\/\/lmstudio.ai\" target=\"_blank\" rel=\"noopener noreferrer\">LM Studio<\/a>.<\/p>\n<p>To add the config in LM Studio, go to <strong>Program > Install > Edit mcp.json<\/strong> from the right sidebar, as shown below.<\/p>\n<figure>\n    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/docker-mcp-server-setup-guide\/docker-mcp-lm-studio.jpg\" alt=\"LM Studio MCP configuration\" width=\"1000\" height=\"600\">\n  <\/figure>\n<p>Then, add the necessary configuration for the MCP server, as follows.<\/p>\n<pre>\r\n{\r\n  \"mcpServers\": {\r\n    \"MCP_DOCKER\": {\r\n      \"command\": \"docker\",\r\n      \"args\": [\r\n        \"mcp\",\r\n        \"gateway\",\r\n        \"run\"\r\n      ]\r\n    }\r\n  }\r\n}\r\n<\/pre>\n<p>Once it\u2019s saved, the MCP server will appear in Docker\u2019s sidebar, and you can enable it right away.<\/p>\n<figure>\n    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/docker-mcp-server-setup-guide\/docker-mcp-lm-studio-enabled.jpg\" alt=\"Enabled MCP server in Docker\" width=\"1000\" height=\"600\">\n  <\/figure>\n<p>From here, we can install any MCP server directly using the Docker app, and it will instantly be available in LM Studio. For example, let\u2019s install the official GitHub MCP server.<\/p>\n<p>After adding it, just refresh the server configuration in LM Studio, and you\u2019ll see the GitHub MCP functions such as the <code>create_issue<\/code>, <code>create_repository<\/code>, etc. listed and ready to use.<\/p>\n<figure>\n    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/docker-mcp-server-setup-guide\/docker-mcp-lm-studio-github.jpg\" alt=\"GitHub MCP functions list\" width=\"1000\" height=\"600\">\n  <\/figure>\n<h2>Running MCP Servers<\/h2>\n<p>Now that we have the MCP server installed, we can try to send a prompt that will trigger these MCP servers to run.<\/p>\n<p>For example, here I will send a prompt: <q><i>Retrieve headers from hongkiat.com\/blog and determine if the page is cached<\/i><\/q><\/p>\n<p>As we can see below, the MCP server will run the cURL command to retrieve the headers from the specified URL and return the result. In our case here, it can determine that the page is cached from the header <code>x-cache<\/code>.<\/p>\n<figure>\n    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/docker-mcp-server-setup-guide\/docker-mcp-lm-studio-prompt.jpg\" alt=\"MCP server running cURL command\" width=\"1000\" height=\"600\">\n  <\/figure>\n<p>Similarly, we can run <strong>the GitHub official MCP server<\/strong>. For example, here I\u2019d like to list all tags of one of my repositories. As we can see below it\u2019s able to list all tags on the repository.<\/p>\n<figure>\n    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/docker-mcp-server-setup-guide\/docker-mcp-lm-studio-github.jpg\" alt=\"Repository tags listing in GitHub\" width=\"1000\" height=\"600\">\n  <\/figure>\n<p>GitHub MCP supports many functions such as creating issues, repositories, and more. So you can easily automate many tasks using this MCP server.<\/p>\n<h2>Wrapping Up<\/h2>\n<p>MCP servers are powerful tools that can help you automate many tasks in your development workflow. With Docker, you can now run these servers without worrying about setup conflicts or dependencies.<\/p>\n<p>You can just click to install the MCP server you need, and it will be ready to use in your favorite client.<\/p>","protected":false},"excerpt":{"rendered":"<p>When working with Model Context Protocol (MCP) servers, each one might require its own setup, tools, or environment. For a deeper dive into MCP server development tools, check out our detailed guide here. For example, a GitHub Actions MCP server might require access tokens and GitHub CLI, and one MCP might require uvx from Python&hellip;<\/p>\n","protected":false},"author":113,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3397],"tags":[],"topic":[],"class_list":["entry-content","is-maxi"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to Run MCP Servers with Docker - Hongkiat<\/title>\n<meta name=\"description\" content=\"When working with Model Context Protocol (MCP) servers, each one might require its own setup, tools, or environment. For a deeper dive into MCP server\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hongkiat.com\/blog\/docker-mcp-server-setup-guide\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Run MCP Servers with Docker\" \/>\n<meta property=\"og:description\" content=\"When working with Model Context Protocol (MCP) servers, each one might require its own setup, tools, or environment. 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