Updated Sep 4 · 15 categories · 5,078 products tracked

Find the software real teams ship with.

Independent, editor-led rankings of the deep-tech products real teams actually ship with. Scored on one public rubric, refreshed continuously, never sold.

Try: AI agent GPU cloud hosting ChatGPT Notion automation
5,078 Products tracked
4,384 Fully reviewed
15 Categories
0 Sponsored picks

Top ranked this quarter

Scored on one public rubric
How we score →
#1 GPU cloud
GitHub Developer Tools
Free 100 /100
#1 AI tools
ChatGPT Conversational AI Assistant
From $20/mo 95 /100
#2 AI tools
Plurai Ai tools
Free tier 95 /100
#3 AI tools
StoreClaw Ai tools
Free tier 95 /100
A #4 AI tools
Ask Product Hunt AI Ai tools
Free tier 95 /100
#5 AI tools
Spellar 3.0 Ai tools
Free tier 95 /100
#6 AI tools
Naptick AI Ai tools
Free tier 95 /100
#7 AI tools
mailX by mailwarm Ai tools
Free tier 95 /100
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Editor's verdict

WebMCP Directory is a valuable tool for developers seeking AI resources.

WebMCP Directory is a unique resource for developers looking to explore AI tools. With a focus on websites that cater to agents, it serves as a thorough directory for tech enthusiasts.

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All 15 categories

Methodology →
AI tools 471 products #1 ChatGPT SaaS 453 products #1 Figma Hosting 323 products #1 Kilo Code v7 for VS Code Devtools 331 products #1 GitHub GPU cloud 305 products #1 GitHub Software 323 products #1 Velo 2.0 B2B tools 405 products #1 Orange Slice Finance 466 products #1 Marx Finance Web3 487 products #1 Monid Productivity 277 products #1 Niyam AI Design 261 products #1 Firstpass Marketing 257 products #1 Glimpse No-code 241 products #1 AgentOne Desktop AI Media 244 products #1 Gemini Omni Flash E-commerce 234 products #1 Seller by Facebook
The Methodology · weekly

One product worth your attention, every Tuesday.

What moved in the rankings, what we retested, and the one product that earned a second look. No sponsors, no filler.