The structural memory layer for AI code review.
code-review-graph.com Source★ 2,963MIT DiscordAI Models & Agents / Agent Tools & MCP Servers
- Monthly visits
- 10K
- Down43.4%MoMOct 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- Free
- No monthly subscription pricing
- Launched
- 6mo ago
- 2026-05-26 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotions- Looking forward to it! 引用帖 @shyamalanadkat: accelerating the rate of scientific discovery is the most important thing we can do for the future of humanity
@tirth_8205 · 2026-10-26 · 1 likes · 0 reposts · 31 views
- The beauty 🤌🏻
@tirth_8205 · 2026-10-07 · 1 likes · 0 reposts · 51 views
code-review-graph launched on Product HuntLaunch
The structural memory layer for AI code review.
May 26 · 6mo agoSource
Open Source & Agent Ecosystem
- GitHub Stars
- ★ 2,963
- Forks
- 275
- License
- MIT
- Primary language
- Python
- Ecosystem & integrations:
- Claude CodeCursorCopilotCodexWindsurfContinueOpenCodeAntigravityGemini CLIQwen
- Exposed tool capabilities:
- Codebase Knowledge GraphRepository ContextAI code reviewRisk scoringImpact reportsArchitecture overviews
Traffic sources
Traffic breakdown
Channels
- Direct41%
- Organic Search33%
- Referrals10%
- Social6%
- Other10%
Countries
- Brazil27%
- United States24%
- Vietnam11%
- Germany7%
- Taiwan7%
Search
Domain authority —Domain registered 2026-03-26
| Keyword | Monthly volume |
|---|---|
| code graph | 4,270 |
| code review graph | 2,760 |
| graph for claude | 330 |
| claude skills that remove comments and save tokens | 160 |
| code review open grapgh | 60 |
Traffic data: Vaneform
Pricing
Pricing page not identified yet, or no public pricing listed.
Pages & changes
Key pages
Weekly snapshotsChanges
No pricing, plan, or positioning changes detected since tracking started.
Design
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
- Category Positioning Anchor
- Code & Terminal
- Metrics Strip
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 8.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 8.0
- Distinctiveness
- 7.0
Structure
- Fonts
- Inter / JetBrains Mono
- Hero layout
- Split Copy & Visual
- Primary visual
- Code Block / Terminal / CLI
- Conversion CTA
- Download App / Install Extension
- 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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