AI PROMPTS
THE OPEN AI PROMPTS LIBRARY
A community-curated library of prompts for every AI — across coding, writing, research, design, marketing, and dozens more categories. Discover, share, and remix what works.
AVAILABLE FOR EVERY AI
Claude, ChatGPT, Gemini, Cursor, Copilot, Perplexity, Grok — and any other model or assistant you use.
SEARCH AND LOAD WITH YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. Search with search_prompts, then load skills with list_skill_files, read_skill_file, and get_skill_download.
URL
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
prompt
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http).
OPTION B — JSON CONFIG manual setup
mcp.json
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
FILTERED BY tags: java
# PROMPT CATEGORY
- 1 Context7 Library Documentation Expert developer coding
- 2 Test Writer-Fixer Agent model coding
- 3 Scalable Backend Architect Expert developer coding
- 4 Codebase Pattern Skill File Generator model analysis
- 5 CLAUDE.md Repo Generator Updater agent analysis
- 6 Spring Boot SOLID Architect Specialist developer coding
- 7 Multi-Layer Data Validation Implementer developer security
- 8 Git Diff Security Auditor developer security
- 9 Polyglot Code Formatter Configurator developer coding
- 10 Java Data Access Best Practices Checklist developer coding
- 11 DevOps Dependency Manager and Auditor developer operations
- 12 Code Refactoring Expert with Checklists developer coding
- 13 Android to ReactJS Resume Bullet Mapper developer writing
- 14 Deep Copy Implementation Guide for Python Java JS developer coding
- 15 Java Spring MVC SOLID Architecture Guide developer coding
- 16 Codebase WIKI.md Documentation Generator model coding
- 17 Senior Java Backend Engineer Advisor developer coding
- 18 Claude API Application Builder developer coding
- 19 Runtime Application Self-Protection Deployment Guide security professional security