mindmapio-mcp
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- AlicenseNot gradedqualityCmaintenanceEnables AI agents to create, read, convert, validate, and render .xmind mind maps, including PNG/SVG/HTML output and compatibility with the official Xmind client.MIT
- AlicenseAqualityAmaintenanceEnables AI agents to read and write a user's nested mind maps and TODO items in Matryoshka Mind Map through natural-language conversation, including listing maps, adding elements, checking tasks, and importing Markdown.11617 npm2MIT
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- AlicenseNot gradedqualityBmaintenanceEnables AI assistants to directly inspect and edit an already-open desktop mind-map canvas—searching maps, managing documents, reading/editing/moving/deleting nodes, inserting rendered LaTeX formulas, and taking screenshots—with changes reflected live and synced to the cloud.MIT

Mapify MCP Serverofficial
AlicenseAqualityDmaintenanceEnables AI assistants to generate interactive mind maps from text, YouTube videos, and web content using Mapify's API.113 npm27MIT- AlicenseNot gradedqualityDmaintenanceEnables AI assistants to read and write XMind mind map files, allowing generation, editing, and analysis of mind maps directly in XMind.MIT
TDQS
Scored across 13 tools
Each tool has a clearly distinct purpose: map vs node operations, different scopes for reading (single node vs subtree vs full map), and distinct generation-related actions (auto_expand, submit_node, retry_node, interrupt_node). No overlapping or ambiguous tools.
All tool names follow a consistent verb_noun pattern in snake_case (e.g., create_map, delete_node, get_subtree, list_maps). No mixing of conventions or vague verbs.
13 tools cover the full lifecycle of mind map management (CRUD for maps and nodes) plus AI generation features (expand, submit, retry, interrupt). The count is well-scoped for the domain.
The toolset covers creation, reading (with varying depth), updating, deletion, listing, and AI-powered node expansion with error handling (retry, interrupt). No obvious gaps for the stated purpose of mind map management with generation.