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: postgresql
# PROMPT CATEGORY
- 1 Scalable Backend Architect Expert developer coding
- 2 FastAPI PostgreSQL Keyword Synonym Search Service developer coding
- 3 FastAPI Elasticsearch Multi-Search Project Builder model coding
- 4 Spring Boot SOLID Architect Specialist developer coding
- 5 Multi-DB SQL Query Optimizer and Builder developer coding
- 6 PostgreSQL R2 Backup Restore Pipeline Implementer model operations
- 7 Database Schema Architect developer coding
- 8 Natural Language SQL Query Generator model data_extraction
- 9 Natural Language SQL Query Generator model coding
- 10 Rails 8 Inertia React Project Creator agent coding
- 11 Rails Project Bootstrap with Inertia and React agent coding
- 12 Implementing PAM for Database Access agent security
- 13 Rails 8 Project Generator with Inertia React agent coding
- 14 Natural Language SQL Query Generator analyst coding