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licenseA
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maintenanceMCP server that provides a 216-rule, framework-aware Kotlin/JVM security analyzer, enabling AI coding agents to query real security findings while writing code.
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MIT
Best Spring MCP Servers
Spring is an open source Java platform that provides comprehensive infrastructure support for developing Java applications.
Why this server?
Provides security analysis for Kotlin/JVM applications built with Spring, detecting framework-specific vulnerabilities.
Why 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.25 npm1MITWhy this server?
Enables detection of Spring Dependency Injection registrations and annotations (@Component, @Bean, @Autowired, @Inject) for analyzing Spring-based Java applications.
AlicenseAqualityBmaintenanceAn MCP server providing 63 semantic analysis tools for Java, built directly on Eclipse JDT for compiler-accurate code understanding.7539MITWhy 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-dive8157 npm35MITWhy 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.61,953 PyPI18Apache 2.0Why this server?
Supports Java Spring Boot framework export format for architecture designs, generating project scaffolds in Java.
Why this server?
Decompiles Spring framework classes (e.g., JpaRepository, ObservationRegistry) into readable Java source code, enabling AI agents to inspect internal implementations of Spring dependencies.
AlicenseAqualityBmaintenanceDecompiles Maven dependencies into readable Java source directly inside your AI agent.1031 npm1Apache 2.0Why 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.1264 npm23MITWhy this server?
Provides tools for reviewing Java/Spring architecture, quality, and PR diffs, including detecting Spring context, listing quality domains, explaining patterns, scanning for anti-patterns, and reviewing architecture layer checklist.
AlicenseBqualityBmaintenanceMCP server for Java/Spring Boot architecture quality analysis and PR review, providing tools like detect_spring_context, review_pr_diff, and scan_violations.9MIT