A
licenseA
qualityA
maintenanceStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of
reading everything.
Last updated
16
13
6
MIT
Best Kotlin MCP Servers
Kotlin is a modern programming language developed by JetBrains that runs on the JVM and can also be compiled to JavaScript or native code. It offers concise syntax, null safety, and full interoperability with Java.
Why this server?
Analyzes Kotlin codebases to extract packages, classes, and routes from Spring or JAX-RS frameworks for structural understanding.
Why this server?
Enables Kotlin applications to consume governed content stored within the repository.
Contentrain MCPofficial
AlicenseAqualityAmaintenanceLocal-first MCP server for AI content governance. 13 tools for model/content management, validation, normalization, and i18n across any framework.Last updated193MITWhy this server?
Creates structured maps of Kotlin repositories, identifying key files and code elements
AlicenseAqualityFmaintenanceA powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generatingLast updated22181MITWhy this server?
Provides complete Kotlin codebase analysis with support for classes, interfaces, objects, companion objects, functions, methods, and properties using tree-sitter-kotlin-ng grammar.
AlicenseAqualityAmaintenanceKnot is a semantic and structural codebase indexer designed for AI coding agents and developers navigating large projects. It combines vector search and graph traversal to find code by meaning, analyze impact via reverse dependencies, and explore file architectures.Last updated1254MITWhy this server?
Provides code analysis and context for Kotlin projects, enabling AI agents to understand project structure, symbols, relationships, and change impact.
AlicenseAqualityDmaintenanceBlindspot is a local, general-purpose context engine for AI coding agents. It helps agents understand project structure, symbols, relationships, and change impact before editing.Last updated91MITWhy this server?
Supports specialized compression recipes for Kotlin source code to improve AI context efficiency.
AlicenseAqualityDmaintenanceProvides code-aware context compression by stripping comments, docstrings, and whitespace while maintaining full logic fidelity for AI agents. It features tools for architectural mapping, symbol searching, and token-budgeted multi-file reading.Last updated994MITWhy this server?
Generates Kotlin source code for Material 3 themes, specifically targeting Jetpack Compose styling and configuration.
AlicenseAqualityDmaintenanceTranslates design tokens across platforms — extracts from Tailwind/CSS/Figma and generates native themes for Material 3, SwiftUI, and CSS variables with WCAG contrast validation.Last updated9762MITWhy this server?
Offers indirect support for Kotlin projects through language server integration
AlicenseBqualityCmaintenanceA coding agent toolkit that transforms LLMs into coding assistants capable of working directly on your codebase with semantic code retrieval and editing tools, providing IDE-like capabilities without requiring API subscriptions.Last updated331MITWhy this server?
Detects and inspects Kotlin source code layouts and language signals within Minestom server projects.
AlicenseAqualityCmaintenanceAn MCP server designed for developers to build and manage Minestom-based Minecraft servers by inspecting project environments, build configurations, and API documentation. It enables users to plan features, review design patterns, and discover libraries within the Minestom ecosystem.Last updated9146Apache 2.0