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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

45,319real tools
29,744callable over HTTPS
19,950measured
6,699proven reliable
jeda-ai Reliable (measured) · 100% over 44 checks

Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG.

MCP endpoint : https://mcp.jeda.ai/mcp · website · measurements and details
AI Flowchart Reliable (measured) · 100% over 3 checks

Create flowcharts, mind maps, sequence/ER/UML diagrams and charts as editable, presentable boards.

MCP endpoint : https://mcp.aiflowchart.io/mcp · website · measurements and details
Canvs Being measured · 0% over 1 checks

AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard

MCP endpoint : https://app.canvs.io/mcp · website · measurements and details
MGI-Mind Not measured yet

Local memory server for AI agents: hybrid search, a fact graph and a hash-chained audit log.

Package npm : mgi-mind · website · measurements and details
flowzap Flaky · 80% over 5 checks

Create workflow, sequence, architecture, and mind map diagrams via AI assistants.

MCP endpoint : https://flowzap.xyz/mcp · website · measurements and details
MAXential-Thinking-MCP Not measured yet

11 focused tools for structured thinking, branching, revision, and navigation.

Package npm : @bam-devcrew/maxential-thinking-mcp · website · measurements and details
MIND Not measured yet

MIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign.

Package npm : @astramindapp/mcp-server · website · measurements and details
Stormap Reliable (measured) · 100% over 42 checks Does the job (tested) · 41/42

Brainstorm scored idea maps, check npm/PyPI packages and vendors, find the right paid API.

MCP endpoint : https://stormap.ai/mcp · website · measurements and details
Orinami Private (key required)

Mind maps with a full document in every node. Read, search and edit your maps from AI tools.

MCP endpoint : https://orinami.net/api/mcp · website · measurements and details
mindlm-mcp Not measured yet

Turn text, web pages and PDFs into interactive mind maps. MCP server + CLI, no API key.

Package npm : mindlm-mcp · website · measurements and details
coret.id Private (key required)

Create, read, update, illustrate, export, and share live mind maps in coret.id.

MCP endpoint : https://mcp.coret.id/mcp · website · measurements and details
Mind Elixir Not measured yet

Create, edit, and organize mind maps in the Mind Elixir Desktop app from any MCP client.

Package npm : @mind-elixir/mcp · website · measurements and details
Atlas Red mind maps Private (key required)

Build and edit real mind maps from a chat: brainstorm, plan, organise notes. Free, never metered.

MCP endpoint : https://app.atlas-red.com/mcp · website · measurements and details
brainstorm-mcp Not measured yet

Multi-model AI brainstorming debates with code review and quick perspectives

Package npm : brainstorm-mcp · website · measurements and details
Whimsical Private (key required)

Create and edit flowcharts, mind maps, wireframes, and docs in Whimsical, or search your workspace.

MCP endpoint : https://mcp.whimsical.com/mcp · website · measurements and details
MindMeister Private (key required)

Create, edit, and organize MindMeister mind maps from your AI assistant.

MCP endpoint : https://mcp.mindmeister.com/mcp · measurements and details
gft-mcp Not measured yet

Bring your GFT (Git for Thought) white-box thinking map to any AI agent. 把你的思维脉络接给任何 agent。

Package npm : gft-mcp · website · measurements and details
thread-mind Not measured yet

Git-friendly memory for AI coding: a tree of thread summaries with inherited context

Package npm : thread-mind-mcp · website · measurements and details
MindMap Flaky · 67% over 3 checks

Turn outlines and hierarchical notes into interactive mind maps through a hosted remote MCP server.

MCP endpoint : https://mindmap-mcp-directory.keenethics-labs.com/mcp · website · measurements and details
Lakeboard Converter Not measured yet

Read Yuque Lakeboard and XMind mind maps as Markdown, a JSON topic tree or an outline.

Package npm : lakeboard-converter · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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