Nicheloom

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mccccodereviewer

MCC Code Reviewer — evidence-first repository intelligence with score-v2, regression radar, blast radius, codebase GPS, task lens, contract/test/architecture change analysis and safe What-If review simulation.

Details

External ID
1372812904
Source
GITHUB
Company
—
Product
mccccodereviewer
Website domain
github.com
Launched
Sept. 16, 2026
Cohort
—
Upvotes
14
Upvotes percentile
0.4606712785037151
Tags
—
Fetched at
Sept. 20, 2026, 5:44 p.m.
Updated at
Sept. 20, 2026, 5:44 p.m.

Enrichment

Theme
developer tools and programming utilities
Vertical
Horizontal
Function
Dev tools
Audience
Developer
AI stance
AI feature
Project type
Hobby / open-source project
Normalized one-liner
repository intelligence and code review analytics for developers
Manually corrected
False

Could you build this?

Partial Basic static analysis and LLM pull request review tools are straightforward, but building deep repository intelligence like blast radius calculations, architecture drift, and contract analysis requires AST/graph parsing engines.

What it would actually take: A production implementation requires combining Tree-sitter or LSP-based semantic code graphs with an LLM evaluation pipeline. The difficult components are accurate call-graph generation, dependency flow analysis across polyglot codebases to compute true blast radius, and low-latency diff analysis. This requires solid compiler frontend knowledge and graph database infrastructure (e.g., Neo4j or SQLite graph traversals).

Competitors

Other products that read as similar to this one — 163 launches clear the similarity bar, closest 8 shown.

Attention rank: #80 of 164 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 320 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a dev tools tool for Sales yet.