Bandit
PyCQA
An AST-based security linter for Python that flags common insecure patterns such as unsafe deserialization, shell injection and weak crypto.
SAST
Analyze source code or bytecode for vulnerable patterns without running the application.
31 tools profiled
How it differs Reads the code you wrote without running it. SCA checks the third party packages you depend on; IAST watches the running app while your tests exercise it.
PyCQA
An AST-based security linter for Python that flags common insecure patterns such as unsafe deserialization, shell injection and weak crypto.
Bearer (Cycode)
A static analyzer that classifies sensitive data in code and reports where it flows, joining security findings to privacy and compliance concerns.
Brakeman
A Rails-aware static analyzer that models controllers, routes and views to find injection, mass assignment and unsafe redirect flaws in Ruby code.
Codacy
A code quality platform that orchestrates open-source linters and security analyzers, normalizes their output, and enforces standards on pull requests.
Corgea
An AI-centric code security product that reviews source with large language models to find flaws and propose patches developers can apply directly.
DeepSource
A static analysis platform that runs language-specific analyzers on each pull request and offers one-click automated fixes for many issue classes.
GitHub
A semantic code analysis engine that turns a codebase into a queryable database and finds vulnerabilities with declarative security queries.
Go Security (securego)
A Go security scanner that inspects the AST and SSA representation to flag unsafe patterns such as command injection, weak crypto and unhandled errors.
Wireghoul
A shell script that runs curated regular expression signature databases over source code to surface potentially dangerous functions for review.
Zup Innovation
An open-source CLI that orchestrates a set of language-specific security scanners in containers and merges their findings into one report.
Meta
A static analyzer built on separation logic that proves properties about memory and concurrency, catching null dereferences, leaks and data races.
Kiuwan (Idera)
A static analysis platform pairing security rules with code quality and technical debt metrics, covering both modern and legacy enterprise languages.
PyCQA
An AST-based security linter for Python that flags common insecure patterns such as unsafe deserialization, shell injection and weak crypto.
Bearer (Cycode)
A static analyzer that classifies sensitive data in code and reports where it flows, joining security findings to privacy and compliance concerns.
Brakeman
A Rails-aware static analyzer that models controllers, routes and views to find injection, mass assignment and unsafe redirect flaws in Ruby code.
Codacy
A code quality platform that orchestrates open-source linters and security analyzers, normalizes their output, and enforces standards on pull requests.
Corgea
An AI-centric code security product that reviews source with large language models to find flaws and propose patches developers can apply directly.
DeepSource
A static analysis platform that runs language-specific analyzers on each pull request and offers one-click automated fixes for many issue classes.
GitHub
A semantic code analysis engine that turns a codebase into a queryable database and finds vulnerabilities with declarative security queries.
Go Security (securego)
A Go security scanner that inspects the AST and SSA representation to flag unsafe patterns such as command injection, weak crypto and unhandled errors.
Wireghoul
A shell script that runs curated regular expression signature databases over source code to surface potentially dangerous functions for review.
Zup Innovation
An open-source CLI that orchestrates a set of language-specific security scanners in containers and merges their findings into one report.
Meta
A static analyzer built on separation logic that proves properties about memory and concurrency, catching null dereferences, leaks and data races.
Kiuwan (Idera)
A static analysis platform pairing security rules with code quality and technical debt metrics, covering both modern and legacy enterprise languages.
Perforce Software
Whole program static analysis for C, C++, C# and Java with compliance reporting against MISRA, CERT and AUTOSAR coding standards.
Ajin Abraham
Static security scanner for Node.js applications with a self hosted web interface, built on a pattern matching rule engine for JavaScript.
Opengrep community project
Community maintained fork of an open source pattern matching static analysis engine, governed to keep the engine and rule format permissively licensed.
OpenText
A long-established enterprise static analyzer with very broad language support, rule-driven taint analysis and detailed compliance reporting.
Parasoft
Family of static analysis and automated testing products for C, C++, Java and .NET, oriented toward safety and security coding standard compliance.
PHPStan project (Ondrej Mirtes and contributors)
Static analyzer for PHP that infers types and reports code that cannot work, configurable through escalating strictness levels.
PMD open source project
Extensible source code analyzer that applies rule sets to the syntax tree of several languages, bundled with a cross language copy and paste detector.
Psalm project (originated at Vimeo)
Static analyzer for PHP combining type inference with an opt in taint mode that traces untrusted input to dangerous sinks.
JetBrains
Static analysis platform that runs the inspection engine from JetBrains IDEs as a containerized pipeline job with quality gates and trend reporting.
Semgrep, Inc.
Pattern matching static analysis engine whose rules are written as code snippets with metavariables, with an optional commercial platform for triage.
SpotBugs project
Successor to FindBugs that analyzes compiled JVM bytecode against a catalog of bug patterns, extensible with security focused detector plugins.
Veracode
Hosted application security platform whose static engine analyzes compiled binaries and bytecode rather than source, under a central policy model.
Perforce Software
Whole program static analysis for C, C++, C# and Java with compliance reporting against MISRA, CERT and AUTOSAR coding standards.
Ajin Abraham
Static security scanner for Node.js applications with a self hosted web interface, built on a pattern matching rule engine for JavaScript.
Opengrep community project
Community maintained fork of an open source pattern matching static analysis engine, governed to keep the engine and rule format permissively licensed.
OpenText
A long-established enterprise static analyzer with very broad language support, rule-driven taint analysis and detailed compliance reporting.
Parasoft
Family of static analysis and automated testing products for C, C++, Java and .NET, oriented toward safety and security coding standard compliance.
PHPStan project (Ondrej Mirtes and contributors)
Static analyzer for PHP that infers types and reports code that cannot work, configurable through escalating strictness levels.
PMD open source project
Extensible source code analyzer that applies rule sets to the syntax tree of several languages, bundled with a cross language copy and paste detector.
Psalm project (originated at Vimeo)
Static analyzer for PHP combining type inference with an opt in taint mode that traces untrusted input to dangerous sinks.
JetBrains
Static analysis platform that runs the inspection engine from JetBrains IDEs as a containerized pipeline job with quality gates and trend reporting.
Semgrep, Inc.
Pattern matching static analysis engine whose rules are written as code snippets with metavariables, with an optional commercial platform for triage.
SpotBugs project
Successor to FindBugs that analyzes compiled JVM bytecode against a catalog of bug patterns, extensible with security focused detector plugins.
Veracode
Hosted application security platform whose static engine analyzes compiled binaries and bytecode rather than source, under a central policy model.