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The real catalog of tools for AI agents

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

46,632real tools
30,804callable over HTTPS
21,040measured
6,883proven reliable
ContrastKit Being measured · 100% over 2 checks

WCAG color contrast checks, nearest accessible color, CSS color conversion and palette pair checks.

MCP endpoint : https://contrastkit.mike-tusa.workers.dev/mcp · website · measurements and details
lo-eyes Not measured yet

Visual accessibility inspector. WCAG contrast, touch targets, heading audits, screenshots.

Package pypi : lo-eyes · website · measurements and details
Cornea, deterministic visual inspection Not measured yet

Deterministic visual inspection for AI agents. Overlap, overflow, contrast, quality.

Package cargo : cornea · website · measurements and details
image-diff Not measured yet

MCP server for programmatic image comparison and visual diff generation.

Package npm : @pulsemcp/image-diff-mcp-server · 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
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 Not measured yet

Visual regression & snapshot testing for AI agents — list runs, read semantic diffs, review.

Package npm : dungbeetle-mcp · website · measurements and details
mcp Not measured yet

Visual-diff & change-detection tools that catch agentic UI drift for coding agents.

Package npm : @corralimited/snapdiff-mcp · website · measurements and details
DiffiCat Flaky · 94% over 18 checks Fails real tasks · 0/17

Compare a website before and after a migration: missing pages, content changes, visual diffs.

MCP endpoint : https://app.difficat.com/mcp · website · measurements and details
lastest Not measured yet

Run visual regression tests, review diffs, and manage baselines on a Lastest instance.

Package npm : @lastest/mcp-server · website · measurements and details
mcp-icon-visual Not measured yet

Search, retrieve, compare, and render SVG icons visually for AI agents.

Package npm : @br-ai-n/mcp-icon-visual · 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
lintlab Screenshot Diff Private (key required)

Full-page website screenshots and visual diffs between two captures. Pay per capture on Apify.

MCP endpoint : https://mcp.apify.com?tools=lintlab/screenshot-diff · website · measurements and details
Saaskly: B2B software reviews and comparisons Flaky · 94% over 18 checks Does the job (tested) · 17/17

Independent UK business software reviews, rankings and real pricing as read-only MCP tools.

MCP endpoint : https://saaskly.com/mcp · website · measurements and details
EcoScope Not measured yet

Agent-native ecological data discovery, analysis, visualization, and provenance

Package mcpb : https://github.com/krnzt/ecoscope/releases/download/v0.1.0-alpha.1/ecoscope-v0.1.0-alpha.1-macos-universal.mcpb · website · measurements and details
video-assistant-mcp Private (key required)

Video analysis AI: transcripts, summaries, visual scenes/shots, clips, answers in natural language.

MCP endpoint : https://mcp-assistant.valossa.com/mcp · website · measurements and details
spreadsheet-kit MCP Not measured yet

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Package oci : ghcr.io/psu3d0/spreadsheet-mcp:0.11.1-full · website · measurements and details
WildDatum Not measured yet

Agent-native ecological data discovery, analysis, visualization, and provenance

Package mcpb : https://github.com/krnzt/wilddatum/releases/download/v0.1.0-alpha.3/wilddatum-v0.1.0-alpha.3-macos-universal.mcpb · website · measurements and details
Latest version of a software or package (Faceabot) Flaky · 98% over 49 checks Does the job (tested) · 47/48

Current stable release of Ollama, React, Next.js, LangChain, Transformers, MCP SDK and 40 more, from GitHub releases, PyPI and npm, with date and install command. Free, no API key.

MCP endpoint : https://info4bot.com/releases/mcp · website · measurements and details
Visual Memory MCP Not measured yet

Local visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding.

Package npm : @putervision/vision-memory-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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