"Spring" matching MCP servers:

MCP server for Java/Spring Boot architecture quality analysis and PR review, providing tools like detect_spring_context, review_pr_diff, and scan_violations.

Provides offline, line-level code review for Spring and MyBatis changes, analyzing git diffs to catch issues like @Transactional self-invocation, N+1 queries, and ${} injection without needing an API key.

Provides tools and guides for Spring Boot development including code generation, security audit, and query optimization.

Enables users to access and search Spring ecosystem documentation, guides, tutorials, and best practices through 12 tools, including Spring AI support and intelligent caching.

Enables enterprise database schema exploration and Spring Boot code generation (MyBatis, JPA) through MCP, supporting both online DB connections and offline DDL parsing.

Provides web access tools (fetch, search, sitemap crawl) through String AI's API, automatically handling anti-bot bypass, CAPTCHA, and JavaScript rendering.

Framework-aware code intelligence MCP server that builds a cross-language dependency graph from source code. 53 integrations (Laravel, Django, Rails, Spring, NestJS, Next.js, and more) across 68 languages. 100+ tools for navigation, impact analysis, refactoring, security scanning, session memory, and CI/PR reports — up to 97% token reduction.

Enables LLM agents to manage structured sprint-based development workflows following the Sprint Protocol, including sprint initialization, status checking, and manifest generation.

Enables end-to-end generation, scaffolding, testing, diagnosis, and auditing of Kotlin applications for Android, Compose Multiplatform, Ktor, and Spring Boot through a coordinated team of specialized agents.

A unified MCP server for scaffolding project structures across multiple frameworks including Spring Boot, React, Vue, Next.js, FastAPI, Django, Flask, Express, and more.

Provides access to the STRING protein-protein interaction database for mapping identifiers, retrieving interaction networks, and performing functional enrichment analysis. It enables users to explore protein partners, pathways, and cross-species homology through natural language interactions.

Wraps Maven and Spring Boot operations for Claude Code, providing structured JSON output instead of raw build logs to save tokens and focus on code fixes.

Read-only MCP server for cross-stack impact analysis across Java Spring Boot backend and TypeScript frontend linked through OpenAPI.

Enables users to manage projects and retrieve random wallpapers through a TypeScript-based MCP server. Supports project queries, creation, and Bing wallpaper retrieval with Spring Boot-style architecture.

Provides advanced string manipulation tools for AI agents, including text analysis, transformation, diffing, templating, and slug generation.

Enables AI assistants to read, search, and update Xcode String Catalog (.xcstrings) files for iOS/macOS localization.

Exposes the full Discord API to LLM agents so they can send and manage rich messages, channels, threads, members, roles, moderation, AutoMod, webhooks, and interactive components. Acts as a drop-in replacement for the legacy Java/Spring implementation, keeping all 75 original tools while adding embeds, polls, files, server configuration, and restart-safe role menus.

MCP server for STRING-DB that enables querying protein-protein interaction networks, functional enrichment, and homology mappings.

Enables read-only inspection of a local SAP Commerce (Hybris) instance through HAC, letting an MCP client query the type system, Spring beans, configuration properties, cronjobs, console logs and FlexibleSearch results in plain language. Includes safety measures such as forced rollback on scripting calls, secret masking in config output, and a private-host guard.

Multi-stack scaffolding engine for generating production-ready module structures (NestJS, Java Spring, Python FastAPI) directly from an MCP-compatible AI client, reducing token usage for boilerplate code.