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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
19,983measured
6,827proven reliable
Figme Not measured yet

MCP server that reads local Figma .fig files, fully offline

Package npm : figme-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
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
Vectree Being measured · 0% over 1 checks

Search and read ~95,000 interactive concept diagrams that explain how things work — visually.

MCP endpoint : https://vectree.io/mcp · website · measurements and details
Fig Private (key required)

Live keyword, SERP, backlink, and AI-visibility research for AI agents. Prepaid pay-per-use.

MCP endpoint : https://figaeo.com/mcp · website · measurements and details
draw.io Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Create draw.io diagrams in chat from Mermaid or XML, shown live and interactive. 10,000+ shapes.

MCP endpoint : https://mcp.draw.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
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
artscii Not measured yet

LLMs can't draw. This MCP can. 81 arts + 100 kaomoji + diagrams + charts.

Package npm : artscii · website · measurements and details
noddle draw Not measured yet

Read, create and edit open-source noddle draw diagram boards, browse versions and comment.

Package mcpb : https://github.com/noddle-dev/noddle-draw/releases/download/mcpb-v1.0.0/noddle-draw.mcpb · website · measurements and details
Flett Private (key required)

A shared whiteboard: draw diagrams, docs, slides, charts and maps on boards people edit live.

MCP endpoint : https://flett.app/api/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
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
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
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
openflowkit-mcp Not measured yet

Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.

Package npm : openflowkit · website · 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
AIGUI Not measured yet

Let coding agents draw charts, diagrams, 3D, molecules and animated topologies as PNGs or live pages

Package npm : @ai-gui/mcp · website · measurements and details
openflowkit-mcp Not measured yet

Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.

Package npm : @vrun-design/openflowkit-mcp · website · measurements and details
Guitar Practice Routine App — Chord Charts Reliable (measured) · 100% over 4 checks

Look up a guitar chord by name and get a text chord diagram. 12,708 standard-tuning names.

MCP endpoint : https://mcp.guitarpracticeroutine.com/mcp · 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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