Research Maven Central for compatible Kotlin library versions and generate a Gradle version catalog plus build scripts with Kotlin 2.x K2 compiler compatibility.
Break down large, vague, or structured prompts into a modular Kotlin feature roadmap with Clean Architecture modules, sprint phases, and acceptance criteria.
Find test functions that transitively cover a target symbol by walking the call graph backwards, labeling each with its framework to pick the right runner.
Find direct call sites of a function using a persistent call-graph, avoiding grep false positives. Supports decorator/annotation edges and diff scoping.
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.
MCP server that downloads and analyzes sources of Maven-published Kotlin/Java libraries, exposing structured API information, KDoc, and raw source to AI agents.
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.
Visualise legacy COBOL, Fortran, or ABAP code and generate a 6-phase migration roadmap to modern languages, with structure diagrams and complexity risk flags.
Run Gradle builds safely alongside Android Studio, avoiding file lock conflicts, and get a detailed failure report with errors, context, and a markdown brief for quick fixes.
Identify unused functions, methods, and classes in your codebase by cross-referencing definitions against references. Get confidence scores and reasons for each candidate.
Find every function, method, or class that calls, extends, implements, or references a given code entity. Use reverse dependency lookup for impact analysis before refactoring and detecting dead code.
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.
List all classes, methods, and properties in a source file as a structural outline with line numbers, so you can grasp a module's layout without reading its full contents.
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.
Find code by meaning, not just keywords. Combines semantic embeddings with graph relationships to surface relevant files, signatures, and cross-repo dependencies from natural language queries.