A
licenseA
qualityA
maintenanceAriadne's thread — a way out of the microservice maze. Local cross-service semantic chain hinter for microservices (GraphQL/HTTP/Kafka/frontend)
Last updated
2
5
2
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 code with Spring framework annotations to identify HTTP endpoints, Kafka topics, and backend client calls for microservice API dependency analysis.
Why this server?
Analyzes Kotlin codebases to extract packages, classes, and routes from Spring or JAX-RS frameworks for structural understanding.
AlicenseAqualityAmaintenanceStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.Last updated4610MITWhy 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 updated194MITWhy 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 updated944MITWhy 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 updated91063MITWhy this server?
Detects Retrofit @GET and other annotations in Kotlin code to discover API endpoints.
AlicenseAqualityCmaintenanceAn MCP server that automatically discovers API endpoints from any codebase, generates and runs tests, and produces per-role QA audit reports in PDF and XLSX.Last updated10753MITWhy 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 updated916Apache 2.0Why this server?
Supports Kotlin Ktor framework export format for architecture designs, generating project scaffolds in Kotlin.