Mindmap MCP Server
by YuChenSSR
README.md
# Mindmap MCP Server
<p align="center">
<img src="https://raw.githubusercontent.com/YuChenSSR/pics/master/imgs/2025-03-21/JMi7Mn89Hw5ikd9z.jpeg" alt="mindmap_mcp" width="50%">
</p>
A Model Context Protocol (MCP) server for converting Markdown content to interactive mindmaps.
## Installation
```bash
pip install mindmap-mcp-server
```
Or using `uvx`:
```bash
uvx mindmap-mcp-server
```
Or using `docker` safer and easier.
## Attention
Three installation methods have been successfully tested on macOS and Linux.
For Windows users experiencing issues with `npx` for this MCP, consider using the Docker method. Alternatively, if you use Visual Studio Code, the ["Markmap"](https://marketplace.visualstudio.com/items?itemName=gera2ld.markmap-vscode) extension offers a potentially simpler solution than navigating command-line tools.
---
If you're experiencing unresolved issues, you can use my recent system prompt as a Mindmap Assistant instead of using this MCP server.
<details>
<summary>Using my system prompt instead of using this MCP server</summary>
```
You are a specialized assistant that generates HTML code for interactive markdown-based mind maps (markmaps). When a user sends you content, respond with a complete HTML document that displays their content as a markmap visualization.
If artifact tool is turned on, you can use the artifact.
Follow these requirements:
1. Use the markmap-autoloader library (version 0.18 or latest stable version)
2. Format the HTML exactly according to the template below
3. Replace the demo content in the template with the user's content, preserving their hierarchical structure
4. Maintain the markmap configuration options (maxWidth: 300, colorFreezeLevel: 2)
5. If the user doesn't provide markdown formatting (# for headings), format their content appropriately with main topics using # and subtopics using ##
Template to follow:
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Markmap</title>
<style>
svg.markmap {
width: 100%;
height: 100vh;
}
</style>
<script src="https://cdn.jsdelivr.net/npm/markmap-autoloader@0.18"></script>
</head>
<body>
<div class="markmap">
<script type="text/template">
---
markmap:
maxWidth: 300
colorFreezeLevel: 2
---
# markmap
## Links
- <https://markmap.js.org/>
- [GitHub](https://github.com/markmap/markmap)
## Related
- [coc-markmap](https://github.com/markmap/coc-markmap)
- [gatsby-remark-markmap](https://github.com/markmap/gatsby-remark-markmap)
## Features
- links
- **inline** ~~text~~ *styles*
- multiline
text
- `inline code`
- Katex - $x = {-b \pm \sqrt{b^2-4ac} \over 2a}$
- This is a very very very very very very very very very very very very very very very long line.
</script>
</div>
</body>
</html>
```
*Visualization options:* (If formulas or symbols don’t display correctly, download the HTML file and open it in a browser.)
1. View the mindmap in artifacts (if available):
2. Render the HTML file as a mindmap:
</details>
---
## Prerequisites
This package requires Node.js to be installed when using command `python` or `uvx` to run the server.
## Usage
### With Claude Desktop or other MCP clients
Add this server to your `claude_desktop_config.json`:
<details>
<summary>using `uvx`:</summary>
```json
{
"mcpServers": {
"mindmap": {
"command": "uvx",
"args": ["mindmap-mcp-server", "--return-type", "html"]
}
}
}
```
or
recommended:
```json
{
"mcpServers": {
"mindmap": {
"command": "uvx",
"args": ["mindmap-mcp-server", "--return-type", "filePath"]
}
}
}
```
we use `--return-type` to specify the return type of the mindmap content, you can choose `html` or `filePath` according to your needs.
`html` will return the entire HTML content of the mindmap, which you can preview in your AI client's artifact;
`filePath` will save the mindmap to a file and return the file path,which you can open in your browser. It can **save your tokens** !
</details>
<details>
<summary>using `python`:</summary>
Using [a specific Python file](https://github.com/YuChenSSR/mindmap-mcp-server/blob/main/mindmap_mcp_server/server.py) in this repository:
```json
{
"mcpServers": {
"mindmap": {
"command": "python",
"args": ["/path/to/your/mindmap_mcp_server/server.py", "--return-type", "html"]
}
}
}
```
or
```json
{
"mcpServers": {
"mindmap": {
"command": "python",
"args": ["/path/to/your/mindmap_mcp_server/server.py", "--return-type", "filePath"]
}
}
}
```
we use `--return-type` to specify the return type of the mindmap content, you can choose `html` or `filePath` according to your needs. see using \`uvx\` for more details.
</details>
<details>
<summary>using `docker`:</summary>
First, you pull the image:
```bash
docker pull ychen94/mindmap-converter-mcp
```
Second, set the server:
```json
{
"mcpServers": {
"mindmap-converter": {
"command": "docker",
"args": ["run", "--rm", "-i", "-v", "/path/to/output/folder:/output", "ychen94/mindmap-converter-mcp:latest"]
}
}
}
```
⚠️ Replace `/path/to/output/folder` with an actual path on your system where you want to save mind maps, such as `/Users/username/Downloads` on macOS or `C:\\Users\\username\\Downloads` on Windows.
**Tools Provided in the docker container**
The server provides the following MCP tools:
1. **markdown-to-mindmap-content**
Converts Markdown to an HTML mind map and returns the entire HTML content.
You don't use the args: `-v` and `/path/to/output/folder:/output` in the command `docker`.
**Parameters**:
• markdown (string, required): The Markdown content to convert
• toolbar (boolean, optional): Whether to show the toolbar (default: true)
**Best for**: Simple mind maps where the HTML content size isn't a concern. And you can use **artifact** in your AI client to preview the mindmap.
2. **markdown-to-mindmap-file**
Converts Markdown to an HTML mind map and saves it to a file in the mounted directory.
**Parameters**:
• markdown (string, required): The Markdown content to convert
• filename (string, optional): Custom filename (default: auto-generated timestamp name)
• toolbar (boolean, optional): Whether to show the toolbar (default: true)
**Best for**: Complex mind maps or when you want to **save the tokens** for later use.
you can open the html file in your browser to view the mindmap. Also you can use the [iterm-mcp-server](https://github.com/ferrislucas/iterm-mcp) or other terminals' mcp servers to open the file in your browser without interrupting your workflow.
</details>
### Troubleshooting
**File Not Found**
If your mind map file isn't accessible:
1 Check that you've correctly mounted a volume to the Docker container
2 Ensure the path format is correct for your operating system
3 Make sure Docker has permission to access the directory
**Docker Command Not Found**
1 Verify Docker is installed and in your PATH
2 Try using the absolute path to Docker
**Server Not Appearing in Claude**
1 Restart Claude for Desktop after configuration changes
2 Check Claude logs for connection errors
3 Verify Docker is running
**Advanced Usage
Using with Other MCP Clients**
This server works with any MCP-compatible client, not just Claude for Desktop. The server implements the Model Context Protocol (MCP) version 1.0 specification.
## Features
This server provides a tool for converting Markdown content to mindmaps using the `markmap-cli` library:
- Convert Markdown to interactive mindmap HTML
- Option to create offline-capable mindmaps
- Option to hide the toolbar
- Return either HTML content or file path
## Example
In Claude, you can ask:
1.
"**give a mindmap for the following markdown code, using a mindmap tool:**
```
# Project Planning
## Research
### Market Analysis
### Competitor Review
## Design
### Wireframes
### Mockups
## Development
### Frontend
### Backend
## Testing
### Unit Tests
### User Testing
```
"
if you want to save the mindmap to a file, and then open it in your browser using the iTerm MCP server:
2.
"**give a mindmap for the following markdown input_code using a mindmap tool,
after that,use iterm to open the generated html file.
input_code:**
```
markdown content
```
"
3.
"**Think about the process of putting an elephant into a refrigerator, and provide a mind map. Open it with a terminal.**"
<details>
<summary>see the result</summary>
</details>
**and more**
## License
This project is licensed under the MIT License.
For more details, please see the LICENSE file in [this project repository](https://github.com/YuChenSSR/mindmap-mcp-server)
---
If this project is helpful to you, please consider giving it a Star ⭐️
The advancement of technology ought to benefit all individuals rather than exploit the general populace.
TDQS
B3.3/5.0
Scored across 1 tool
Disambiguation5/5
With only one tool, there is no possibility of ambiguity or overlap between tools. The tool has a single, clearly defined purpose of converting Markdown to mindmaps, so an agent cannot misselect between multiple options.
Naming Consistency5/5
The single tool name follows a clear verb_noun pattern (convert_markdown_to_mindmap), which is consistent within itself. There are no other tools to compare against, so naming consistency is inherently perfect.
Tool Count2/5
A single tool is too few for a server named 'Mindmap MCP Server', which suggests a broader mindmap-related domain. This minimal toolset feels thin and incomplete for the apparent scope, limiting functionality to just one conversion operation.
Completeness2/5
The tool surface is severely incomplete for a mindmap domain. While it covers conversion from Markdown, there are obvious gaps such as creating mindmaps from scratch, editing existing mindmaps, exporting to other formats, or managing mindmap files, which will likely cause agent failures in broader workflows.
Maintenance
ActivityInactive
ResponsivenessNo issues