Nicheloom visits: 59,020 all-time · 7,634 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

Mika

An on-device AI agent for Android that operates apps and the web to get things done for you.

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

GITHUB · launched Oct 29, 2026 · 5171 upvotes (top 1%) · 0 views

Niche: ai personal assistant software · 354 launches, 21 in the last 7 days ▼ -30% · Explore this niche →

Category and tags

  • Horizontal
  • Agent / copilot
  • B2C
  • AI-native
  • Commercial product
  • accessibility
  • ai-agent
  • android
  • automation
  • jetpack-compose
  • kotlin
  • +2 more

Visit website ↗ Source listing ↗

Could you build this?

Partial The chat UI and LLM orchestration are vibe-codeable, but reliably operating arbitrary Android apps and the web through accessibility and automation APIs is hard to get robust. Running capable models on-device adds further difficulty.

What it would actually take: The stack would be an Android app using AccessibilityService and screen-understanding (screenshots plus UI tree), an LLM planner with tool calls, and a sandboxed web-automation layer. The hard parts are reliable cross-app UI grounding, error recovery, and on-device model performance and privacy, which need mobile, ML, and automation engineers.

Competitors

Other products that read as similar to this one : 404 launches clear the similarity bar, closest 8 shown.

Attention rank: #1 of 403 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 359 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.