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
- 1Spanish Python Code Auditor and Refactorermodelcoding
- 2PCTCE to GOKHAN-2026 Code Options Querydevelopercoding
- 3Code Improvement and Refactoring Suggesterdevelopercoding
- 4GitHub Repository Analystdeveloperanalysis
- 5Code Recon Source Code Auditormodelcoding
- 6Senior Python Code Reviewerdevelopercoding
- 7Unity Architecture Specialistdevelopercoding
- 8App Code Reviewer for Security Localization Simplificationdevelopercoding
- 9Code Refactoring Expert with Checklistsdevelopercoding
- 10Iterative App Improvement Analystdevelopercoding
- 11Karpathy LLM Coding Guidelinesmodelcoding
- 12Migrate TypeScript Tests to Shoehorndevelopercoding
- 13Codebase Architecture Deepening Advisoragentcoding
- 14Refactor Plan Interviewer and GitHub Issue Creatoragentcoding
- 15TDD Red-Green-Refactor Workflow Guideagentcoding