Research Maven Central for compatible Kotlin library versions and generate a Gradle version catalog plus build scripts with Kotlin 2.x K2 compiler compatibility.
Scan source code with Semgrep to find security vulnerabilities, bugs, and anti-patterns. Supports multiple languages including Python, JavaScript, Java, Go, C, C++, Ruby, and more.
Visualize legacy code structure and get a phased migration roadmap to a modern language, including complexity and risk flags for planning a modernization project.
Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRouter. Enables AI-assisted coding via Aider, Gradle build/test integration, Kotlin LSP, and Docker-based portability.
MCP server that provides a 216-rule, framework-aware Kotlin/JVM security analyzer, enabling AI coding agents to query real security findings while writing code.
Identify unused functions, methods, and classes in your codebase by cross-referencing definitions against references. Get confidence scores and reasons for each candidate.
Locate code by natural language meaning, combining semantic vector search with graph analysis to surface relevant files, signatures, and dependencies for initial codebase discovery.
Inspect source code inside JAR archives without extraction. Reads Java/Kotlin source line-by-line from the JAR or adjacent sources jar, falling back to class outline when unavailable.
Retrieve a complete, ready-to-use SDK code example (Kotlin + Swift) for a specific smart-glasses use case, such as the assistant agent loop or display navigation, to copy directly into your app.
Create a minimal Kotlin Android project in an empty directory with Gradle build files, manifest, activity, and resources. Generates a Gradle wrapper when available so the project can be built immediately.
Scan a repository for potential bugs using AST pattern matching across 10 languages. Detects issues like mutable default arguments, bare excepts, unreachable code, and empty catch blocks.
Retrieves a usage guide for a specific SDK feature, including code snippets and common pitfalls. Use when you know the feature and need the canonical implementation details.
Audit an Android project directory for Material 3 and Android app design compliance. It reads AndroidManifest.xml, resource XML, and Kotlin sources, runs six rules, and returns prioritized findings with fixes.