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 subcategories: refactoring
# PROMPT CATEGORY
- 1 Spanish Python Code Auditor and Refactorer model coding
- 2 PCTCE to GOKHAN-2026 Code Options Query developer coding
- 3 Code Improvement and Refactoring Suggester developer coding
- 4 GitHub Repository Analyst developer analysis
- 5 Code Recon Source Code Auditor model coding
- 6 Senior Python Code Reviewer developer coding
- 7 Unity Architecture Specialist developer coding
- 8 App Code Reviewer for Security Localization Simplification developer coding
- 9 Code Refactoring Expert with Checklists developer coding
- 10 Iterative App Improvement Analyst developer coding
- 11 Karpathy LLM Coding Guidelines model coding
- 12 Migrate TypeScript Tests to Shoehorn developer coding
- 13 Codebase Architecture Deepening Advisor agent coding
- 14 Refactor Plan Interviewer and GitHub Issue Creator agent coding
- 15 TDD Red-Green-Refactor Workflow Guide agent coding