Products

code-review-graph

Uses AIMCPSkill

The structural memory layer for AI code review.

code-review-graph.com Source★ 2,963MIT DiscordAI Models & Agents / Agent Tools & MCP Servers

AI Benchmark
Desktop
Mobile
Monthly visits
10K
Down43.4%MoMOct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Free
No monthly subscription pricing
Creators
Tirth Kanani
@tirth_8205· 158 followers
Launched
6mo ago
2026-05-26 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events1 marketing move

Marketing moves

Launches, search & content, referrals, promotions
  • code-review-graph launched on Product HuntLaunch

    The structural memory layer for AI code review.

    May 26 · 6mo agoSource

Open Source & Agent Ecosystem

GitHub · MCP / Skill
Last commit 2026-11-05
GitHub Stars
★ 2,963
Forks
275
License
MIT
Primary language
Python

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Direct41%
  • Organic Search33%
  • Referrals10%
  • Social6%
  • Other10%

Countries

  • Brazil27%
  • United States24%
  • Vietnam11%
  • Germany7%
  • Taiwan7%

Search

Domain authority —Domain registered 2026-03-26

KeywordMonthly volume
code graph4,270
code review graph2,760
graph for claude330
claude skills that remove comments and save tokens160
code review open grapgh60

Traffic data: Vaneform

Pricing

Pricing page not identified yet, or no public pricing listed.

Pages & changes

Tracked since 2026-05-26

Key pages

Weekly snapshots
code-review-graph.com/ Snapshot 2026-11-03

Changes

No pricing, plan, or positioning changes detected since tracking started.

Design

First-screen visual analysis & :root CSS

Precision Swiss Grid (Light canvas, balanced density) featuring split copy & visual layout and code block / terminal / cli visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“The structural memory layer for AI code review.”

Split Copy & Visual hero structure paired with download app / install extension CTA and user count, rating, or key metrics.

Conversion path: Split Copy & Visual + Code Block / Terminal / CLI → Download App / Install Extension · Trust bar: User Count, Rating, or Key Metrics

Palette · click to copy

5-D design score7.9 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
7.0

Structure

Fonts
Inter / JetBrains Mono
Primary visual
Code Block / Terminal / CLI
Social proof
User Count, Rating, or Key Metrics
Navigation
Full-Width Top Bar
Theme & density
Light · Balanced
Corners & depth
Medium Radius · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Precision Swiss Grid (with Dark Developer)

Exposed 1px hairline grid rules with intersection crosshairs, modular bento cards, and strict geometric alignment with modern engineering craft.

## Design Tokens

```css
:root {
  --background: #f5f9fa;
  --surface: #ffffff;
  --foreground: #151a24;
  --muted-foreground: #68727d;
  --accent: #169ead;
  --radius: 8px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-mono: "JetBrains Mono", ui-monospace, monospace;
}
```

Color area ratio: Background #F5F9FA (~68%) · Surface #FFFFFF (~13%) · Text #151A24 (~8%) · Muted Text #68727D (~7%) · Accent #169EAD (~4%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Split Copy & Visual
- Navigation: Full-Width Top Bar
- Theme & density: Light · Balanced
- Border radius & elevation: Medium Radius; use elevation shadows to separate layers
- Primary visual medium: Code Block / Terminal / CLI
- Conversion CTA: Download App / Install Extension · Trust bar uses User Count, Rating, or Key Metrics
- Headline hook: Category Positioning Anchor
- Hero components: Code & Terminal, Metrics Strip
- Spatial layout notes: Split Copy & Visual hero structure paired with download app / install extension CTA and user count, rating, or key metrics.
- Visual summary: Precision Swiss Grid (Light canvas, balanced density) featuring split copy & visual layout and code block / terminal / cli visuals.

## Avoid

- Soft organic blobs
- Misaligned freeform floating elements
- Heavy drop shadows that obscure grid hairlines

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much website traffic does code-review-graph get?
Vaneform estimates 10K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is code-review-graph and what platforms does it support?
code-review-graph is catalogued under Agent Tools & MCP Servers: The structural memory layer for AI code review.. Supported platforms: MCP Server, CLI / SDK.
Is code-review-graph open source?
code-review-graph has a public repository (https://github.com/tirth8205/code-review-graph) under the MIT license, recording 2,963 GitHub stars.Source

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