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Joern

Joern analyzes source code, bytecode, and binary code to support vulnerability discovery and static program analysis research.

Place
#10 of 24
Score
6.2
Joern's website

What Joern is

Joern analyzes source code, bytecode, and binary code to support vulnerability discovery and static program analysis research. It represents programs as code property graphs, giving users a shared structure for cross-language analysis, and offers a strongly typed, extensible query language based on Scala. Its analysis tools include parsing, taint analysis, search queries, and passes that extend the graph. Joern Scan runs predefined queries and reports matched issues with their locations; users can choose queries by tag or name, and the default query database accepts community contributions. Teams can turn queries into custom scanners for CI. Joern can also be used as a library or through REST and HTTP APIs, including a server that handles graph construction and queries. Documented frontends cover C and C++, C#, Go, Java, JavaScript, Kotlin, PHP, Python, Ruby, Swift, x86/x64, and JVM bytecode, with varying maturity. It is free and open source under Apache-2.0, with prebuilt Linux, macOS, and Windows distributions. The repository lists JDK 21 as a requirement. Its server does not provide sandboxing and should not be treated as a security boundary.

Good

  • Analyzes source code, bytecode, and binaries.
  • Supports taint analysis and extensible graph passes.
  • Custom queries can be run as CI scanners.
  • Available for Linux, macOS, and Windows.
  • Free and open source under Apache-2.0.

Watch out

  • Server does not implement sandboxing.
  • JDK 21 is listed as a requirement.
  • Frontend maturity varies by language.

Who it suits

Joern suits security researchers and development teams looking to analyze code across supported languages or build custom scanners for CI. Users planning server deployments should account for the documented lack of sandboxing.

Verdict

Joern combines cross-language code graphs, query tooling, and scanner customization for vulnerability analysis. Its server is not a security boundary, so deployment plans should account for that limitation.

The facts

Each one read from Joern's own pages, with the date it was checked.

What it does

Analysis features
Joern provides static taint analysis to trace attacker-controlled data through code.checked 9 Oct 2026
API
Joern can run as an HTTP server, allowing clients to query code property graphs and delegate graph construction and querying to a server machine.checked 9 Oct 2026
Automation
Users can run Joern in non-interactive mode with scripts containing Scala code and Joern directives.checked 9 Oct 2026
CI use
The official site says users can wrap queries into custom scanners and run Joern-based scanners in CI.checked 9 Oct 2026
Code representation
It generates code property graphs, a representation designed for cross-language code analysis.checked 9 Oct 2026
Community
The official site links to a Joern community Discord.checked 9 Oct 2026
Customization
Users can select Joern Scan queries by tags or names, and the default query database accepts community contributions.checked 8 Oct 2026
Deployment
The project documents Docker-based execution, including running Joern in server mode.checked 9 Oct 2026
Extensibility
Plugins can add queries, interact with Java libraries, and extend the code property graph schema.checked 9 Oct 2026
HTTP API
Joern’s server exposes an HTTP API for querying code property graphs from non-JVM languages and for outsourcing graph construction and queries to a server.checked 8 Oct 2026
Installation
Prebuilt joern-cli binaries are available, and the documentation describes installation from the project’s releases.checked 8 Oct 2026
Integration
Joern can be used as a library or as a component through its REST API.checked 8 Oct 2026
Joern Scan
Joern Scan runs predefined queries against a program’s code property graph to report matched issues and their locations.checked 8 Oct 2026
Language support
The documentation lists frontends for C/C++, Java, JavaScript, Python, x86/x64, JVM bytecode, Kotlin, PHP, Go, Ruby, Swift, and C# with varying maturity levels.checked 8 Oct 2026
License
The repository identifies Joern as open source and includes an Apache-2.0 license.checked 9 Oct 2026
License and support
The repository identifies Joern as open source under the Apache-2.0 license and links to a Discord community.checked 8 Oct 2026
Operating system releases
The repository lists release distributions for Linux, macOS, and Windows, with x86_64 and ARM64 builds.checked 9 Oct 2026
Operating systems
The project repository lists platform-specific distributions for Linux, macOS, and Windows, each with x86_64 and arm64 variants.checked 8 Oct 2026
Purpose
Joern analyzes source code, bytecode, and binary executables to support vulnerability discovery and static program analysis.checked 9 Oct 2026
Querying
Users can query code property graphs with a Scala-based domain-specific language.checked 9 Oct 2026
Query language
Users can query code graphs with a strongly typed, extensible Scala-based domain-specific language.checked 8 Oct 2026
Requirements
The repository lists JDK 21 as a requirement and says other versions may work but have not been properly tested.checked 9 Oct 2026
Runtime requirement
The repository README lists JDK 21 as a requirement and says other versions may work but have not been properly tested.checked 8 Oct 2026
Security limitation
The server documentation says its interpreter is not a security boundary and production environments must provide sandboxing by other means.checked 9 Oct 2026

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