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The real catalog of tools for AI agents

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

44,737real tools
29,284callable over HTTPS
19,913measured
6,428proven reliable
Mindcase Not measured yet

Access 30+ data collection agents from Claude with natural language.

Package pypi : mindcase-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
mind-map Not measured yet

Experimental code intelligence platform for Claude Code with AST parsing and context analysis

Package npm : mind-map-mcp · 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
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
Diagrams MCP Being measured · 0% over 1 checks

Generate cloud architecture diagrams, flowcharts, and sequence diagrams.

MCP endpoint : https://diagrams-mcp-production.up.railway.app/mcp · website · measurements and details
Smart Drawio Not measured yet

Generate, validate, repair and style editable draw.io XML diagrams.

Package npm : @yunshenwuchuxun/smart-drawio-mcp · website · measurements and details
AI Diagram Maker Not measured yet

Generate software diagrams from natural language, code, ASCII, images, Mermaid.

Package npm : ai-diagram-maker-mcp · website · measurements and details
Vaults Diagram Tools Not measured yet

Mermaid to assets. Source code to maps. MCP for agents.

Package npm : vaults-diagram-tools · website · measurements and details
drawio-mcp Not measured yet

MCP server for creating and editing draw.io / diagrams.net XML files programmatically.

Package pypi : drawio-mcp · website · measurements and details
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
VoltPlan Wiring Diagrams Flaky · 90% over 10 checks

Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, and inverters.

MCP endpoint : https://mcp.voltplan.app/mcp · website · measurements and details
Diagrams.so Not measured yet

Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.

Package npm : @diagrams-so/mcp · website · measurements and details
Diagram Private (key required)

Saves the diagrams your AI draws and gives you a link to share. Edits update the same link.

MCP endpoint : https://diagram.la/mcp · website · measurements and details
Mike Reams: architecture writing, diagrams and toolbox Flaky · 75% over 4 checks Real task being tested · 2/2

Read-only search of mikereams.com: CSDM diagrams, posts and the Architect's Toolbox

MCP endpoint : https://mikereams.com/mcp · measurements and details
Diagrams MCP Server Not measured yet

Local-first MCP server for PlantUML and Mermaid diagrams with drift detection.

Package npm : diagrams-mcp-server · 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
CodePic Reliable (measured) · 100% over 42 checks

AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images

MCP endpoint : https://codepic.cc/api/mcp/mcp · website · measurements and details
Next AI Draw.io Not measured yet

draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand

Package npm : @next-ai-drawio/mcp-server · website · measurements and details
Matryoshka Mind Map Not measured yet

Read and write your Matryoshka Mind Map (nested mind map / TODO app) from AI agents.

Package npm : mmm-mcp-server · 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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