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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
20,029measured
6,940proven reliable
localfig Not measured yet

The Figma desktop app as an MCP server: full Plugin API for AI agents. Local, no token, no quota.

Package npm : localfig · website · measurements and details
vgraph-mcp Being measured · 0% over 1 checks

Concept Maps, IBIS, Causal Loop Diagrams and Timelines as images. Runs locally via WebAssembly.

MCP endpoint : https://mcp.vithanco.com/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
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
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
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
Overflow Design Flaky · 88% over 8 checks Does the job (tested) · 7/7

Search and fetch hand-drawn icons, illustrations and isometric drawings. The free set needs no key.

MCP endpoint : https://www.overflow.design/api/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
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
artscii Not measured yet

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

Package npm : artscii · 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
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
SciFig Private (key required)

Create scientific illustrations, data charts and flowcharts with your SciFig account.

MCP endpoint : https://mcp.scifig.ai/mcp · website · measurements and details
draw-flow-mcp-server Not measured yet

MCP server for Next AI Draw.io - AI-powered diagram generation with real-time browser preview

Package npm : @io.github.hj1003862396/draw-flow-mcp-server · 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
Maps Harvest Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Local business data from Google Maps: ratings, reviews, businesses without a website.

MCP endpoint : https://www.mapsharvest.com/mcp · website · measurements and details
Layout Private (key required)

Order food anywhere with AI. Any restaurant, cafe or coffee shop, by name.

MCP endpoint : https://mcp.layout.link · website · measurements and details
SVG Lab Being measured · 100% over 2 checks

SVG Lab MCP: the Design Engine for AI. App screens, icons, illustrations and charts as SVG.

MCP endpoint : https://svglab.app/mcp/agents · website · measurements and details
Line9 Reliable (measured) · 100% over 44 checks

Render Mermaid with Line9 layout in your assistant.

MCP endpoint : https://mcp.line9.ai/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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