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code-review-graph vs Glippy

Side-by-side comparison of features, pricing, ratings, and alternatives.

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code-review-graph
code-review-graphLocal-first code intelligence graph for efficient code reviews
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Glippy
GlippyScores whether your website is readable and citable by AI agents and LLM-powered search.
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Overview
Description

Code-review-graph is a local-first code intelligence graph designed for efficient code reviews. It builds a persistent map of your codebase, allowing AI coding tools to focus on what matters. This results in benchmarked context reductions on reviews and large-repo workflows. By optimizing the code review process, developers can work more efficiently and effectively.

Glippy audits websites for Generative Engine Optimization, or how well a page is structured for AI crawlers, LLM-powered search engines, and AI agents rather than traditional search bots. It runs over 240 individual checks across 16 categories such as structured data, semantic HTML, entity authority, citability, and factual verifiability, then rolls the results into a 0-100 GEO score with a letter grade and specific fixes. It ships as a Chrome extension for quick single-page scans and as an MCP server that plugs the same 240+ checks directly into AI coding assistants, letting developers run bulk sitemap analysis of up to 50,000 URLs and pipe results straight into tickets or reports. A desktop app for larger bulk audits is listed as coming soon.

Pricing
Free
Freemium
Category
Testing & QA
SEO Tools
Best for
Developers and development teams
SEO professionals, content teams, and developers optimizing for AI-powered search
Specifications
deployment
Self-hosted
Browser Extension
open source
Yes
No
github stars
27,584
—
api available
Yes
Yes
support options
Community Support (Discord), GitHub Issues
Email support, documentation
primary language
Python
—
key integrations
—
AI coding assistants via MCP
Pros & Cons
Pros
  • Efficient code reviews and reduced context
  • AI-powered code intelligence for focused development
  • Local-first approach for reduced reliance on cloud services
  • Scalable solution for large codebases
  • Free tier lets users try all 240+ checks before paying
  • Pro is a one-time purchase rather than a recurring subscription
  • MCP server integration is unusual and useful for AI-assisted workflows
  • Bulk scanning handles very large sites up to 50,000 URLs
Cons
  • Limited platform support
  • Steep learning curve for new users
  • Limited customization options
  • Free tier is capped at only 11 total scans, not a monthly allowance
  • GEO as a discipline is new and evolving, so scoring criteria may change over time
  • Desktop app for larger bulk audits is not yet available
Community & Metrics
Upvotes
0
0
User rating
Not enough data
Not enough data

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The Verdict

AI-generated from listing data

Glippy is a freemium, browser‑extension SEO tool focused on AI‑readiness scoring, while code‑review‑graph is a free, open‑source, self‑hosted code‑intelligence platform for developers.

Key differences

  • •Target audience: SEO/content teams vs. developers/review teams
  • •Delivery model: browser extension (Glippy) vs. self‑hosted local tool (code‑review‑graph)
  • •Pricing: one‑time paid Pro tier vs. completely free open‑source
  • •Core function: AI‑search readiness scoring vs. code‑review context mapping
  • •Integration focus: AI coding assistants via MCP vs. local AI tools and CLI
DimensionWinner

Pricing & value

code‑review‑graph is free and open‑source; Glippy’s Pro tier requires a one‑time purchase after limited free scans.

code-review-graph

Ease of use / learning curve

Glippy works as a browser extension with simple scans; code‑review‑graph requires self‑hosting and setup.

Glippy

Features & depth

Glippy offers 240+ SEO checks, bulk sitemap scans, competitor benchmarking; code‑review‑graph focuses narrowly on code‑review mapping.

Glippy

Integrations & ecosystem

Glippy provides MCP server integration with AI coding assistants; code‑review‑graph lists limited platform support.

Glippy

Collaboration

code‑review‑graph emphasizes team code‑review efficiency and community Discord; Glippy is primarily a single‑user audit tool.

code-review-graph

Scalability

Glippy can audit up to 50,000 URLs per bulk run; code‑review‑graph claims scalability but no concrete limits provided.

Glippy

Support

Glippy offers email support and documentation; code‑review‑graph relies on community Discord and GitHub issues.

Glippy

Choose code-review-graph if…

Developer teams wanting free, local code‑review intelligence.

Choose Glippy if…

SEO teams needing AI‑search readiness scores for large sites.

Common questions

Is there any ongoing subscription cost?

Glippy has a freemium model with a one‑time Pro purchase; code‑review‑graph is completely free.

Can I run the tool on my own servers?

Glippy is a browser extension (no self‑hosting); code‑review‑graph is self‑hosted and runs locally.

Which tool supports large‑scale site analysis?

Glippy supports bulk scanning of up to 50,000 URLs per run; code‑review‑graph does not specify site‑wide limits.