Rank 1, top three
Image, video and music generation through MCP
3
votes
Every week's winners
17 MCP products that finished in the top 3 of their launch week, newest week first. A week's ranking is final the moment it closes, so every place here is settled.
Week 42, 2026
Rank 2, top three
Social listening and customer sentiment for AI agents
1
vote
Rank 3, top three
Remove video backgrounds through MCP with OAuth
1
vote
Week 41, 2026
Rank 1, top three
Create and edit short videos from Claude, ChatGPT or Cursor
1
vote
Rank 2, top three
1
vote
Rank 3, top three
Datrace
Verified 2026-10-12 | 45 tools | responded in 1508ms | with a token its maker suppliedAmazon marketplace data for AI assistants via MCP
Verified 2026-10-12 | 45 tools | responded in 1508ms | with a token its maker supplied
Data & APIs
Visit
1
vote
Week 40, 2026
Rank 1, top three
Hosted API marketplace tools for AI agents
1
vote
Rank 2, top three
Structured Amazon data for AI assistants and agents
1
vote
Rank 3, top three
Dubai and UAE public data for AI assistants
1
vote
Week 39, 2026
Rank 1, top three
1
vote
Rank 2, top three
See why AI agents choose competitors and what to improve
1
vote
Rank 3, top three
Sports odds and bookmaker data for AI agents
1
vote
Week 37, 2026
Rank 1, top three
Agent-to-agent messaging across owners and tools
1
vote
Rank 2, top three
Run Process Street workflows and tasks from AI clients.
1
vote
Week 32, 2026
Rank 1, top three
App Store screenshots, from your agent or your terminal
1
vote
Week 30, 2026
Rank 1, top three
DeepWiki
Verified 2026-07-24 | 3 tools | responded in 671msAsk questions about any public GitHub repository
Verified 2026-07-24 | 3 tools | responded in 671ms
Developer tools,
Docs & search
Visit
Editorial pick
0
votes
Rank 2, top three
Context7
Verified 2026-07-24 | 2 tools | responded in 484msUp-to-date code documentation for LLMs and AI code editors
Verified 2026-07-24 | 2 tools | responded in 484ms
Docs & search,
Developer tools
Visit
Editorial pick
0
votes
How a product gets here
Launch on a week's board and finish in its top 3 by votes. Winners are listed here and at the top of their category pages for good, each with a followed link to the product once its maker has proved it is theirs, and a dated place badge to embed.