MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
SkillApache-2.0★ 159kNo key
《阿里巴巴Java开发手册（黄山版）》324 条规约的 Agent Skills 版本，修复 PDF 提取造成的串档/标记破损/页码粘连等系统性缺陷
SkillApache-2.0★ 1Few starsNo key
基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务，快速让 AI 搜索企业面试真题和答案
SkillMIT★ 141No key
Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copilot or Claude, to use
OfficialSkillMIT★ 40k in collectionNo key
skill for applying Alibaba Java Coding Guidelines
SkillApache-2.0★ 9No key
Runnable, minimal LLM examples for Java - Spring AI & LangChain4j. RAG, agents, MCP servers, tool calling, structured output, evals. One folder = one command.
SkillMIT★ 3Few starsNo key
aI-tourism 是一个智能旅游规划系统，后端基于 Spring Boot、LangChain4j、MySQL、MyBatis、Sa-Token 等技术栈，集成了多种 AI 能力（如 AI Service、MCP 工具等），为用户提供个性化旅游路线推荐、会话管理、用户权限管理等功能。系统支持多轮对话、地图路线可视化、权限安全、MCP 工具热插拔等特性。
MCPLink only★ 130
Opinionated skills that teach coding agents to write current, secure, low-resource Java: JDK 25+, Spring Boot 4, virtual threads, HikariCP, tested in CI.
SkillMIT★ 1Few starsNo key
Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, chang
OfficialSkillMIT★ 1.6k in collectionNo key
Embedded nREPL wire into a running Spring Boot app — giving AI agents and humans a live probe into the JVM. Inspect beans, trace SQL, detect N+1s, and hot-swap `@Query` annotations. Zero restarts.
SkillMIT★ 5No key
Spring Boot 4 REST API with Spring Data JPA, backed by Postgres running in Docker Compose wrapped with Spring AI MCP Server layer
SkillApache-2.0★ 1Few starsNo key
Spring AI vs LangChain4j vs SAA 三框架同台对比（配套篇2）
SkillMIT★ 8No key
A very simple MCP (Model Context Protocol) server written in Java for querying and inspecting SQL databases
SkillMIT★ 1Few starsNo key
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
OfficialSkillMIT★ 40k in collectionNo key
让 AI 助手（Reasonix,Claude Code,Zcode 等）通过 [MCP (Model Context Protocol)](https://modelcontextprotocol.io) 直连 **OceanBase 数据库（Oracle 模式）**，无需离开聊天界面就能查询数据库、浏览表结构、导出 PL/SQL 源码、分析执行计划。
PythonMIT★ 3Few starsNo key
"智能 SQL Agent 项目 - 基于自然语言生成 SQL 查询的 AI 助手，采用 Java + Python 混合架构"
SkillApache-2.0★ 2Few starsNo key
AI-assisted Java QA platform for requirement-driven Selenium/TestNG automation, typed agent orchestration, POM contract validation, deterministic Java writers, and quality-gated UI/API test generation
SkillMIT★ 1Few starsNo key
Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, chang
OfficialSkillMIT★ 257 in collectionNo key
Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. Use when designing Bigtable row keys, configuring column families, writing SQL queries or client
OfficialSkillApache-2.0★ 21k in collectionNo key
AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching t
OfficialSkillMIT★ 40k in collectionNo key
Java / Kotlin / Scala AST-level code indexer with SQLite storage, exposed as an MCP server; provides multiple analysis tools including symbol & reference search, call-graph analysis and annotation-awa
SkillApache-2.0★ 2Few starsNo key
Rust product runtime with Java database compatibility engine for Chat2DB Community
SkillApache-2.0★ 3Few starsNo key
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
SkillApache-2.0★ 1.2kNo key
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
OfficialSkillApache-2.0★ 256 in collectionNo key
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