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.
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http). Use search_prompts to search the library. For prompt_type=skill results, use list_skill_files to inspect the folder, read_skill_file to load SKILL.md or references, and get_skill_download to get the ZIP URL.
OPTION B — JSON CONFIG manual setup
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
- 1Context7 Library Documentation Expertdevelopercoding
- 2Test Writer-Fixer Agentmodelcoding
- 3Scalable Backend Architect Expertdevelopercoding
- 4Codebase Pattern Skill File Generatormodelanalysis
- 5CLAUDE.md Repo Generator Updateragentanalysis
- 6Spring Boot SOLID Architect Specialistdevelopercoding
- 7Multi-Layer Data Validation Implementerdevelopersecurity
- 8Git Diff Security Auditordevelopersecurity
- 9Polyglot Code Formatter Configuratordevelopercoding
- 10Java Data Access Best Practices Checklistdevelopercoding
- 11DevOps Dependency Manager and Auditordeveloperoperations
- 12Code Refactoring Expert with Checklistsdevelopercoding
- 13Android to ReactJS Resume Bullet Mapperdeveloperwriting
- 14Deep Copy Implementation Guide for Python Java JSdevelopercoding
- 15Java Spring MVC SOLID Architecture Guidedevelopercoding
- 16Codebase WIKI.md Documentation Generatormodelcoding
- 17Senior Java Backend Engineer Advisordevelopercoding
- 18Claude API Application Builderdevelopercoding
- 19Runtime Application Self-Protection Deployment Guidesecurity professionalsecurity