Nicheloom

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

Brain Scanner

Project graphs and change history for agent-built code

Details

External ID
1244015
Source
PH
Company
—
Product
Brain Scanner
Website domain
producthunt.com
Launched
Sept. 8, 2026
Cohort
—
Upvotes
2
Upvotes percentile
0.7405388069275176
Tags
Developer Tools
Fetched at
Sept. 8, 2026, 8:28 p.m.
Updated at
Sept. 8, 2026, 8:28 p.m.

Description

Brain Scanner helps you understand projects built with coding agents. Explore a project graph, inspect recorded agent context, review changes, and track work through queues in one workspace. Connect through hosted MCP to bring project information into your agent workflow. The free open beta is open for signup; start with a public or synthetic project. The homepage includes an interactive demo with illustrative data.

Enrichment

Theme
developer tools for AI agents
Vertical
—
Function
Observability & eval
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
code visualization and history for ai-generated code
Manually corrected
False

Could you build this?

Yes It parses git history and codebase context to visualize dependency graphs and changes, exposing this via an MCP server interface that can be generated with standard libraries.

Competitors

Other products that read as similar to this one — 262 launches clear the similarity bar, closest 8 shown.

Attention rank: #72 of 263 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 308 days after the earliest competitor.

Other launches for this product