Atlas / MCP servers / yuchenssr / Mindmap

MindmapSAFE

mcp/yuchenssr/mindmap

mindmap, mcp server, artifact

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
1 1r · 0w · 0d
Transport
stdio
License
MIT
Stars
240
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

A Model Context Protocol (MCP) server for converting Markdown content to interactive mindmaps.

Installation

pip install mindmap-mcp-server

Or using uvx:

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" 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.

Using my system prompt instead of using this MCP server

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:





Read from source at commit 3263be1293c8OBSERVED · 2026-10-06
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add mindmap-mcp-server -- uvx mindmap-mcp-server
claude-desktop
{
  "mcpServers": {
    "mindmap-mcp-server": {
      "command": "uvx",
      "args": [
        "mindmap-mcp-server"
      ]
    }
  }
}
03

Exposed tools (1)

1 read · 0 write · 0 destructive.

ToolRiskDescription
convert_markdown_to_mindmapreadConvert Markdown content to a mindmap mind map.
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-06 · audit v0.4.1 · source sha 3263be1293c8full audit observations/trust-audit/mcp-server/yuchenssr__mindmap.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-063263be1293c8SAFEB89first audit
06

Questions

What is the Mindmap MCP server?

mindmap, mcp server, artifact

What tools does Mindmap expose?

1 in total: 1 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Mindmap safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Mindmap need?

No credential environment variables were found in its source, so it appears to need none.

How does Mindmap run?

It speaks stdio, so it runs as a local process your client starts. It is published on PyPI as mindmap-mcp-server.

How current is this page?

The grade is for one exact copy of the source (3263be1293c8), read on 2026-10-06. The repository is watched and re-audited when it changes.

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