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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 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-dive815735MITWhy 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.617Apache 2.0Why this server?
Supports Java Spring Boot framework export format for architecture designs, generating project scaffolds in Java.
Why this server?
Provides Spring-aware Java code intelligence, including impact analysis, symbol lookup, references, and diagnostics that incorporate Spring framework evidence for Java repositories.
AlicenseBqualityBmaintenanceA Codex MCP server that provides low-token Java semantic navigation using source indexing and optionally JDT Language Server for enhanced symbol, references, and diagnostics.71Apache 2.0Why 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.
AlicenseAqualityAmaintenanceDecompiles Maven dependencies into readable Java source directly inside your AI agent.102631Apache 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.1211522MITWhy this server?
Supports discovery of Springfox and Knife4j documentation, enabling AI agents to interact with Spring-based API docs.
AlicenseAqualityAmaintenanceConnects AI agents with Swagger/Knife4j API documentation, enabling real-time retrieval, search, and structured understanding of API interfaces, parameters, and schemas.5311MITWhy 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.2241MIT