Discover MCP Servers

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Turn SpringDoc OpenAPI into production-ready MCP tools for Spring Boot: discovery, validation, workflows, and guardrails.

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Read-only MCP server for self-hosted SonarQube Community Build 26.4+: lets AI agents (Claude Code, Cursor, Copilot) read issues, security hotspots, rules and code snippets to fix findings locally

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Java based Model Context Procotol (MCP) Server for JDBC

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Read-only JDBC MCP server for PostgreSQL, Oracle, and SQL Server: safe SQL access for AI agents (Claude Code, Cursor, Copilot) with schema discovery, query validation, execution plans, benchmarking, and index/statistics tools

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Official MailFlat SDKs for Python, TypeScript/JavaScript and Java. Real email inboxes your agent or test suite can create from code and read one-time codes from.

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Reference MCP server built with Spring AI and Spring Boot, demonstrating stdio transport integration patterns for Java applications.

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Turn your Spring Boot application into an MCP server instantly by reusing existing Swagger/OpenAPI documentation.

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MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.

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Universal Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill). Features bulk operations, version comparison, stability filtering, dependency age analysis, release patterns, and Context7 integration for upgrade guidance.