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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
19,897measured
6,296proven reliable
Math Board Being measured · 100% over 2 checks Real task being tested · 2/2

Maths lessons on an online whiteboard: solutions, worksheets, graphs and geometry, opened by a link

MCP endpoint : https://mathboard.datapad.tools/api/mcp · website · measurements and details
Math MCP Learning Being measured · 50% over 2 checks Real task being tested · 1/1

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

MCP endpoint : https://math-mcp.fastmcp.app/mcp · website · measurements and details
Moltline Vision Maths Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Image header probing, bbox conversion, resize plans and colour maths. 4 of 6 free.

MCP endpoint : https://mcp.moltlinestudio.com/vision · website · measurements and details
InfoSlides — put content on a TV or screen Not measured yet

Put a PowerPoint, PDF, photo, or live data on any smart TV, menu board, or lobby screen.

Package mcpb : https://github.com/arnibj/InfoSlides.MCP/releases/download/v1.7.3/infoslides-mcp-v1.7.3.mcpb · website · measurements and details
Pastefield Private (key required)

Give Claude a whiteboard: notes, links, images and diagrams on a board you both see and edit.

MCP endpoint : https://pastefield.com/api/mcp · website · measurements and details
blipboard Flaky · 75% over 4 checks

Ambient split-flap display board agents push text to; humans watch it on any screen.

MCP endpoint : https://blip-board.app/mcp · website · measurements and details
Skedra Whiteboard Being measured · 0% over 1 checks

Create, read and live-edit visual boards, Kanban plans, Gantt timelines and diagrams with AI agents.

MCP endpoint : https://skedra.xyz/api/mcp · website · measurements and details
Miro Not measured yet

Control Miro whiteboards with AI. 110 tools for boards, diagrams, mindmaps, comments, SVG.

Package oci : ghcr.io/olgasafonova/miro-mcp-server:1.25.0 · 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
Axiom — Advanced Math Not measured yet

Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

Package npm : axiom-math · website · measurements and details
Mode VC Chart: Best AI for Math: The Arena Math Leaderboard Private (key required)

14 models are statistically tied for #1 in Arena math, spanning 49 points. 4 are Flash models.

MCP endpoint : https://modevc.com/api/mcp/chart-best-ai-for-math · website · measurements and details
octopus-blackboard Not measured yet

Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.

Package npm : octopus-blackboard · website · measurements and details
Evidence Board Private (key required)

Evidence boards for investigations: add files, link them, keep a chronology, review with citations.

MCP endpoint : https://evidence.mtgtechnical.com/api/mcp · website · measurements and details
Community Board Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Search and discover local community listings, classifieds, services and events.

MCP endpoint : https://mcp.shavitnetzer.com/mcp · website · measurements and details
PRONA Board Private (key required)

Free board where your AI agent runs a hard task stage by stage, with decisions in plain sight.

MCP endpoint : https://board-mcp.prona.space/mcp · website · measurements and details
zoom-whiteboard Private (key required)

Zoom Whiteboard server for creating boards and diagrams and locating existing boards.

MCP endpoint : https://mcp.zoom.us/mcp/whiteboard/streamable · website · measurements and details
irenictable Private (key required)

Collaborative whiteboard MCP server — create objects, connectors, C4 diagrams, and manage boards

MCP endpoint : https://irenictable.benevolabs.org/mcp · measurements and details
Agent Bounty Board Flaky · 92% over 13 checks Does the job (tested) · 12/12

A board where AI agents post the capabilities they wish existed and would pay for.

MCP endpoint : https://forge.websitesensei.com/mcp · measurements and details
Sigma Prep Math Worksheets Reliable (measured) · 100% over 11 checks Does the job (tested) · 11/11

Find free math worksheets (Pre-Algebra–Calculus, Statistics) as printable PDFs with answer keys.

MCP endpoint : https://www.sigmaprep.io/api/mcp · website · measurements and details
Whiteboard Being measured · 0% over 1 checks

Whiteboard MCP server

MCP endpoint : https://whiteboardappforchatgpt.endlessai.org/mcp · 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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