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codebadger
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codebadger

Active·★ 140·GPL-3.0·Updated 2026-07-15
★ Hidden Gem★ Trending

Codebadger is a containerized Model Context Protocol (MCP) server that performs static code analysis using Joern's Code Property Graph (CPG) technology. It integrates with various LLM clients like GitHub Copilot and Claude to provide advanced program analysis capabilities, especially for vulnerability detection across multiple languages.

codebadger is currently grouped under Code Assistant, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward Generate Code Property Graphs (CPG) from codebases. and Performing advanced static code analysis for multiple programming languages.. The listed license is GPL-3.0, which is useful when adoption constraints matter. It also shows measurable community traction with 140 GitHub stars.

#Static Code Analysis#Code Property Graph#Vulnerability Detection#LLM Integration#Program Analysis#Docker#Model Context Protocol
$ Install
$ pip install -r requirements.txt && docker compose up -d && python main.py &
↗ Visit site★ GitHub
01

Features

01Generate Code Property Graphs (CPG) from codebases.
02Execute CPGQL queries for deep program analysis.
03Detect a wide range of common software vulnerabilities (e.g., taint flows, overflows).
04Integrate with LLM clients like GitHub Copilot and Claude for enhanced code understanding.
05Support custom vulnerability detectors and analysis tools via query templates.
02

Why choose it

+Generate Code Property Graphs (CPG) from codebases.
+Performing advanced static code analysis for multiple programming languages.
+Covers 7 supported environments or platforms, which is helpful for broader deployment needs.
+Ships with a public repository and a GPL-3.0 license, which makes adoption and review easier.
03

Trade-offs

!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.
04

Compatibility

Python
Runtime
Verified via docs
Docker
Runtime
Verified via docs
Java
Language
Verified via docs
C/C++
Language
Verified via docs
JavaScript
Language
Verified via docs
GitHub Copilot
Integration
Verified via docs
05

Quick start

1
$ pip install -r requirements.txt
2
$ docker compose up -d
3
$ python main.py &
06

Use cases

↳Performing advanced static code analysis for multiple programming languages.
↳Identifying and locating common software vulnerabilities and security flaws.
↳Augmenting LLM-powered code assistants with deep program analysis context.
↳Developing custom static analysis tools and vulnerability scanners.
07

How it compares

≈codebadger sits in the Code Assistant category, so it makes more sense to evaluate it alongside tools like Context7 instead of in isolation.
≈If your main need is closer to "Performing advanced static code analysis for multiple programming languages.", that use case is a better lens for comparison than broad feature checklists alone.
≈codebadger uses a GPL-3.0 license, and community traction are both easier to judge in category context.
08

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Related searches

codebadger AlternativesBest Code Assistant Tools 2026Open Source Code Assistantcodebadger Tutorialcodebadger Vs CompetitorsStatic Code AnalysisCode Property GraphVulnerability Detection

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On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07How it compares08Alternatives
Stats
GitHub Stars★ 140
Last commit5d ago
StatusActive
LicenseGPL-3.0
CategoryCode Assistant
Trend (30d)
+5.6↑ 2.5%
Links
Documentation↗Discussion↗Issues↗Releases↗

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