Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Always on visual context for your agents

Details

External ID
49103904
Source
HN
Company
—
Product
Always on visual context for your agents
Website domain
railway.app
Launched
July 29, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.2873357228195938
Tags
—
Fetched at
Sept. 10, 2026, 5:32 a.m.
Updated at
Sept. 10, 2026, 5:32 a.m.

Description

A fully local tool I built so claude could search and see everything I do so I dont have to copy and paste screenshots all the time

Enrichment

Theme
developer tools for ai agents
Vertical
Horizontal
Function
Agent / copilot
Audience
Developer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
visual context for ai agents
Manually corrected
False

Could you build this?

Yes Local continuous screen capture can be built with OS screenshot APIs (or Electron desktop capturer), storing OCR text/embeddings in a local SQLite/vector store, exposed to Claude via a local MCP server.

Discussion

4 comments analyzed.

Concerns raised: Where will data be stored?, Source code transparency

Feature requests: Support for Cursor editor

Competitors

Other products that read as similar to this one — 69 launches clear the similarity bar, closest 8 shown.

Attention rank: #46 of 70 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 243 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.