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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
20,064measured
7,307proven reliable
Graphmem Not measured yet

Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.

Package npm : @sonic182/graphmem · website · measurements and details
mathgraphs-mcp Not measured yet

Math & statistics graphing, computation, visualization, and validation engine

Package npm : mathgraphs-mcp · website · measurements and details
Charts by Szum Flaky · 67% over 3 checks Real task being tested · 2/2

Create, inspect, manage, and render charts and data visualizations as SVG/PNG or interactive embeds.

MCP endpoint : https://szum.io/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
MemeStack Reliable (measured) · 100% over 44 checks Does the job (tested) · 43/43

Visual search for memes, infographics and charts — by meaning, OCR text, or image similarity.

MCP endpoint : https://mcp.memestack.ai/mcp · website · measurements and details
chart-canvas Not measured yet

Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON)

Package npm : @gluip/chart-canvas-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
Visuals MCP Not measured yet

MCP server for interactive visualizations: tables, images, trees, lists, master-detail

Package npm : @harrybin/visuals-mcp · website · measurements and details
Graph-Mem Not measured yet

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Package pypi : graphmem-mcp · website · measurements and details
tldraw Reliable (measured) · 100% over 3 checks

Draw and visually collaborate with your agents on tldraw's canvas.

MCP endpoint : https://tldraw-mcp-app.tldraw.workers.dev/mcp · website · measurements and details
mcp-server Not measured yet

An MCP server that provides visual memory and context storage with knowledge graph capabilities

Package npm : visual-memory-context-server · website · measurements and details
hypermnesia-mcp-viz Not measured yet

Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs.

Package pypi : hypermnesia-mcp-viz · 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
plots-mcp Not measured yet

MCP server for data visualization with Mermaid charts.

Package pypi : mcp-plots · website · measurements and details
Graph Paper Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Check a plot document and get a link that opens it in Graph Paper. No account, no key.

MCP endpoint : https://graph-paper.io/mcp · website · measurements and details
SnapVisor Private (key required)

Visual regression review: projects, builds, visual diffs, approvals, comments and analytics.

MCP endpoint : https://mcp.snapvisor.io/ · website · measurements and details
mcp-plots Not measured yet

MCP server for data visualization with Mermaid charts.

Package pypi : mcp-plots · 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
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
3D Visualizer Not measured yet

Inspect, compare and export point clouds, meshes and calibrated depth data with inline 3D previews.

Package pypi : 3d-visualizer · 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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