About
A Python MCP server that lets LLMs retrieve, export, and manipulate MindManager mindmaps on Windows or macOS using the mindm library.
Capabilities

MindManager MCP Server – Overview
The MindManager MCP Server bridges the gap between advanced mind‑mapping software and large language models by exposing MindManager’s rich document structure through the Model Context Protocol (MCP). For developers building AI‑augmented workflows, this server solves a common pain point: accessing and manipulating complex visual knowledge structures programmatically. Instead of manually exporting mind maps or relying on ad‑hoc scripts, the MCP server provides a clean, standardized API that any LLM client—such as Claude or GPT‑based assistants—can invoke to query, transform, and extend mind maps in real time.
At its core, the server leverages the library to interact with MindManager on Windows and macOS. It offers a suite of tools that let an AI assistant read the current mind map, retrieve selected topics, and export the entire structure to formats like Mermaid, Markdown, or JSON. These exports are immediately usable in chat contexts, allowing the assistant to present structured insights, generate summaries, or even propose new branches without leaving the conversation. By exposing installation details and library paths, developers can also debug integration issues or adapt the tool to custom deployment environments.
Key capabilities include:
- Document Interaction – Retrieve full mind map trees or the currently selected node.
- Export Flexibility – Convert mind maps to Mermaid, Markdown, or JSON for seamless embedding in LLM outputs.
- Environment Awareness – Query installation paths and configuration, simplifying cross‑platform deployments.
Real‑world scenarios that benefit from this server are plentiful. Product managers can let an AI assistant pull the latest feature roadmap directly from a MindManager file and translate it into sprint backlogs. Knowledge workers can ask the assistant to surface all subtopics under a particular theme and generate concise summaries or action items. Educators might use the server to extract concept maps from MindManager and feed them into adaptive learning systems that tailor explanations based on the learner’s progress.
Integration is straightforward: any MCP‑compatible client registers the server, then calls its exposed tools via standard JSON requests. The server returns structured data that can be rendered in chat, passed to other services, or stored for later analysis. This tight coupling between visual knowledge representation and conversational AI unlocks powerful automation—automatically updating mind maps from user input, generating new nodes based on contextual prompts, or visualizing AI‑derived insights directly within MindManager.
Unique advantages of the MindManager MCP Server include its cross‑platform support (Windows and macOS), native integration with a widely used mind‑mapping tool, and the ability to export directly into formats that are both human‑readable and machine‑friendly. By turning a traditionally siloed desktop application into an AI‑ready data source, the server empowers developers to build richer, contextually aware assistants that can reason over complex knowledge graphs without leaving the chat interface.
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