COVERAGE

Everything we see.
Misses included.

We track 5,000+ AI tools across browser, desktop, CLI, and MCP, and add new ones every day. Most tools show you a logo wall. We publish the scorecard, including what we do not cover yet.

5,000+ tools · 98% of the top 100 · four surfaces
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THE SCORECARD

98% of the top 100. Refreshed every morning.

5,000+
AI tools in the catalogue, across all four surfaces, and counting.
98%
of the top-100 browser tools, by URL signature.
14
categories tracked, each held to its own coverage floor.
Plus 4 desktop apps and 2 CLI coding agents watched on the device, 10 MCP servers wrapped through 3 clients, and outbound detection for 190+ AI service hosts.
ChatCodingImageVideoVoiceAgentsProductivitySalesLegalHealthcareSecurityDataResearchDesign
WHAT WE PROMISE

Our coverage, in writing.

90% of the top 100, in 30 days.
At least 90% of the hundred most-used tools covered within 30 days of public availability. We are at 98% today.
80% in every category.
A coverage floor for chat, coding, image, video, voice, agents, and every other category, so no surface goes dark.
Under 5% quality issues.
Entries flagged stale, too narrow, or pointing at a marketing page instead of the real product surface, kept under 5%.
A fresh scorecard every quarter.
This page, republished each quarter against the latest adoption data. The number is checkable, not a claim.
WHAT WE DO NOT COVER YET

The misses we publish.

Every vendor claims total coverage. We name the gaps. Here is what the catalogue does not catch by URL today, and how the other surfaces catch it anyway.

The two IDE-native tools
JetBrains AI Assistant and Amazon Q Developer live inside the IDE, not at a browser URL, so they are the two top-100 tools we do not catch by URL signature. The desktop app catches them by process name.
Gateways at custom hostnames
LiteLLM and Kong AI Gateway run at hostnames each customer defines, so URL matching cannot see them. Outbound-traffic heuristics on the desktop do.
New tools, within 48 hours
New AI tools land in the catalogue within 24 to 48 hours of first appearing. The last refresh added 30 tools, heavy on Asia-market and AI-coding coverage.
HOW WE SCORE

Scored against the sources you would use.

Not our list of favourites. The tools your team actually uses, weighted by real adoption data: the Stack Overflow Developer Survey, McKinsey's State of AI, Gartner's Magic Quadrants, the Zylo SaaS Management Index, Menlo Ventures, and the Vals Legal AI Report.

See which of these are running on your team's laptops.

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