Mindmap MCP Server is a specialized Model Context Protocol (MCP) server designed to transform Markdown content into interactive mind maps. It empowers AI models by providing a visually intuitive representation of knowledge, making it easier to understand and utilize complex information. This server addresses the challenge of conveying structured data to AI in a digestible format.

Leveraging the markmap-cli library, it converts Markdown into HTML-based mind maps, which can be displayed directly or saved as files. The server seamlessly integrates with any MCP-compatible client, such as Claude, allowing users to request mind map visualizations directly within their AI workflows. The core value lies in its ability to enhance AI's comprehension of structured information, leading to more insightful and effective interactions. Installation is straightforward via pip, uvx, or Docker, offering flexibility for different development environments. It returns HTML content or file paths, adhering to the MCP 1.0 specification.

Markdown to Interactive Mindmaps

The core function of mindmap-mcp-server is its ability to transform Markdown content into interactive, visual mind maps. It leverages the markmap-cli library to parse Markdown and generate HTML-based mind maps. This process allows AI models to receive information in a structured and easily digestible format, moving beyond plain text. The server can return either the HTML content directly or a file path to the generated HTML file, offering flexibility in how the mind map is accessed and displayed. This is particularly useful when dealing with complex or hierarchical information, as the mind map provides a clear visual representation of relationships and dependencies.

For example, a developer could use this server to convert a project's README file (written in Markdown) into a mind map, providing an AI model with a quick overview of the project's structure, goals, and dependencies. This allows the AI to quickly understand the project context and provide more relevant assistance.

Seamless Integration with MCP Clients

mindmap-mcp-server is designed to integrate seamlessly with any Model Context Protocol (MCP) compatible client. This means it can be used with a variety of AI tools and platforms, not just a specific application. The server adheres to the MCP 1.0 specification, ensuring compatibility and interoperability within the MCP ecosystem. This allows developers to easily incorporate mind mapping functionality into their AI workflows without needing to write custom integration code. The server acts as a bridge between Markdown content and AI models, providing a standardized way to access and utilize visual representations of information.

Imagine a data scientist using Claude to analyze a research paper. They can use mindmap-mcp-server to convert the paper's abstract and key findings (formatted in Markdown) into a mind map. Claude can then use this mind map to quickly grasp the paper's core arguments and identify relevant sections for further analysis.

Customizable Mind Map Generation

The server offers options to customize the generated mind maps, enhancing user experience and catering to specific needs. Users can choose to create offline mind maps, which can be accessed without an internet connection. There's also an option to hide the toolbar, providing a cleaner and more focused view of the mind map. These customization options allow users to tailor the mind map to their preferences and optimize it for specific use cases. The ability to create offline mind maps is particularly useful in environments with limited or unreliable internet connectivity.

For instance, a student could use the server to create a mind map of their lecture notes (in Markdown format) and then access it offline while studying on the go. The option to hide the toolbar can be useful when presenting the mind map to others, as it removes distractions and focuses attention on the content itself.

Technical Implementation

mindmap-mcp-server leverages the markmap-cli library, a command-line interface for generating mind maps from Markdown. The server essentially acts as a wrapper around this library, providing an MCP-compliant interface for accessing its functionality. The server is written in Python and can be easily installed using pip. It also supports deployment via Docker, providing a convenient and isolated environment for running the server. The server returns either the HTML content of the mind map directly or a file path to the generated HTML file, depending on the client's request. This flexibility allows for different integration scenarios and client-side rendering options.