CodeQL vs. Graphify Comparison


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About Discover vulnerabilities across a codebase with CodeQL, our industry-leading semantic code analysis engine. CodeQL lets you query code as though it were data. Write a query to find all variants of a vulnerability, eradicating it forever. Then share your query to help others do the same. CodeQL is free for research and open source. Run real queries on popular open source codebases using CodeQL for Visual Studio Code. See how powerful it is to discover a bad pattern and then find similar occurrences across the entire codebase. You can create CodeQL databases yourself for any project that's under an OSI-approved open source license. GitHub CodeQL can only be used on codebases that are released under an OSI-approved open source license, to perform academic research, or to generate CodeQL databases for or during automated analysis. Download and add the project’s CodeQL database to VS Code, or create a CodeQL database using the CodeQL CLI.	About Graphify is an open source knowledge graph engine that turns any input, including code, docs, papers, meetings, images, browser tabs, and commits, into one traversable graph with complete recall. It is built as persistent memory for AI coding assistants, giving tools like Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, Aider, Factory Droid, Kimi Code, Kiro, Pi, and Google Antigravity a queryable understanding of a project instead of making them repeatedly grep through files. Users can point Graphify at any directory, and it builds an initial corpus through AST extraction, semantic analysis, and Leiden clustering, transforming an entire codebase or document corpus into a graph in one pass. Unlike RAG pipelines that re-embed everything on every change, Graphify maintains a living graph that updates only affected nodes and edges when files change, allowing the rest of the corpus to stay intact even at enterprise scale.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers searching for a solution to find vulnerabilities across their codebase	Audience Developers and AI teams that need to turn code, documents, meetings, images, and other data into a unified, traversable knowledge graph
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information GitHub Founded: 2008 United States codeql.github.com	Company Information Graphify United States graphifylabs.ai/
Alternatives Codacy	Alternatives claude-mem cmem.ai
Dependabot GitHub	CMEM Cloud cmem.ai
GitHub Advanced Security GitHub	Hindsight Vectorize
The Code Registry	Constellation ShiftinBits Inc
Opengrep View All	antgrid Radha AI Products View All
Categories Static Code Analysis Supported	Categories Agentic AI Supported AI Memory Layers Supported

Integrations Java Supported Aider Not Supported Antigravity CLI Not Supported C Not Supported Claude Code Not Supported Earthly Lunar Supported Factory Droid Not Supported Gemini CLI Not Supported GitHub Copilot CLI Not Supported Go Not Supported Google Antigravity Not Supported Hermes Agent Not Supported Kimi Code CLI Not Supported Kotlin Not Supported OpenAI Codex Not Supported OpenClaw Not Supported OpenCode Not Supported Rust Not Supported Swift Not Supported TRAE Not Supported Show More Integrations View All 5 Integrations	Integrations Java Supported Aider Supported Antigravity CLI Supported C Supported Claude Code Supported Earthly Lunar Not Supported Factory Droid Supported Gemini CLI Supported GitHub Copilot CLI Supported Go Supported Google Antigravity Supported Hermes Agent Supported Kimi Code CLI Supported Kotlin Supported OpenAI Codex Supported OpenClaw Supported OpenCode Supported Rust Supported Swift Supported TRAE Supported Show More Integrations View All 28 Integrations
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