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licenseA
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maintenanceAn 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.
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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?
Detects Spring @GetMapping, @PostMapping, etc., to discover API endpoints.
Why 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.7536MITWhy 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-dive815734MITWhy this server?
Provides Spring Boot skills for building Spring applications, with stack-specific patterns and best practices.
Why 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.9MITWhy this server?
Provides security analysis for Kotlin/JVM applications built with Spring, detecting framework-specific vulnerabilities.
AlicenseAqualityAmaintenanceMCP server that provides a 216-rule, framework-aware Kotlin/JVM security analyzer, enabling AI coding agents to query real security findings while writing code.1MITWhy 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.83Apache 2.0Why this server?
The server provides an API contract extraction tool that parses Spring controller source code to identify REST endpoints and their HTTP methods/paths.
AlicenseAqualityCmaintenanceProvides AI-callable tools for modernizing legacy applications, including stack detection, API contract extraction, SQL to Flyway conversion, and migration effort estimation.4MITWhy this server?
Generates technology-specific prompts and templates for Spring projects, including PRD, codebase analysis, and bug analysis.
AlicenseAqualityCmaintenanceEnables AI assistants to dynamically generate technology-specific prompts and modular templates for PRD, codebase analysis, and bug analysis through programmable tools, supporting 31 technology stacks and multiple analysis dimensions.6404MIT