Best Spring MCP Servers
Spring is an open source Java platform that provides comprehensive infrastructure support for developing Java applications.
Why this server?
Analyzes Spring framework code to identify HTTP endpoints via @RestController annotations, Kafka topics via @KafkaListener and application.yaml configurations, and backend client calls via RestClient/RestTemplate.
AlicenseAqualityAmaintenanceAriadne's thread — a way out of the microservice maze. Local cross-service semantic chain hinter for microservices (GraphQL/HTTP/Kafka/frontend)Last updated252MITWhy this server?
Extracts packages, classes, and routes from Java/Kotlin Spring framework applications for structural understanding and flow tracing.
AlicenseAqualityBmaintenanceStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.Last updated613MITWhy this server?
Enables detection of Spring Dependency Injection registrations and annotations (@Component, @Bean, @Autowired, @Inject) for analyzing Spring-based Java applications.
AlicenseAqualityAmaintenanceAn MCP server providing 63 semantic analysis tools for Java, built directly on Eclipse JDT for compiler-accurate code understanding.Last updated7536MITWhy this server?
Enables academic paper search through Springer repositories, providing access to scientific and technical research publications.
AlicenseAqualityFmaintenanceTools for AI assistant's deep research: * Google search + webpage reading (incl. JS-rendered pages) * Document & decks analysis * YouTube transcript extraction * Patents + academic paper search * Company and competitors research * Prompts for comprehensive-research, fact-check, summarize-url, news-briefing, patent-portfolio-analysis, competitive-analysis, literature-review, technical-deep-diveLast updated815734MITWhy this server?
Supports Java Spring Boot framework export format for architecture designs, generating project scaffolds in Java.
Why this server?
Provides tools for managing and inspecting Nacos configurations and service discovery across Spring Cloud environments, enabling AI agents to list, get, search, and diff configs, as well as list services and instances.
AlicenseAqualityCmaintenanceA project-aware, read-only Nacos MCP server for Spring Cloud repositories.Last updated83Apache 2.0Why this server?
Scaffolds generic Spring framework projects.
AlicenseAqualityDmaintenanceA unified MCP server for scaffolding project structures across multiple frameworks including Spring Boot, React, Vue, Next.js, FastAPI, Django, Flask, Express, and more.Last updated2231MITWhy this server?
Allows for the discovery, indexing, and searching of documentation for the Spring and Spring Boot frameworks.
AlicenseAqualityAmaintenanceWeb search (embedded SearXNG), content extraction, and library docs indexing with hybrid search. No API keys required.Last updated616MITWhy this server?
Provides tools to search and retrieve Spring documentation, guides, reference materials, and tutorials for the Spring ecosystem, including Spring Boot, Spring AI, and other Spring projects.
AlicenseBqualityCmaintenanceEnables users to access and search Spring ecosystem documentation, guides, tutorials, and best practices through 12 tools, including Spring AI support and intelligent caching.Last updated1214820MIT