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
- 1Test Writer-Fixer Agentmodelcoding
- 2Test-First Bug Fix Implementerdevelopercoding
- 3Repository Security Architecture Audit Frameworkmodelsecurity
- 4Comprehensive Test Suite Engineerdevelopercoding
- 5Comprehensive Repository Bug Analysis and Fixerdevelopercoding
- 6Comprehensive Codebase Bug Analysis and Fixeragentanalysis
- 7Comprehensive Repository Bug Audit and Fixermodelanalysis
- 8Senior Elite Engineer TDD UX Workflowagentcoding
- 9Gemini Elite Coder UX Validatormodelcoding
- 10Elite Software Engineer TDD UX Workflowagentcoding
- 11Elite Senior Engineer TDD UX Workflowagentcoding
- 12Gemini Elite Coder and UX Validatormodelcoding
- 13Subagent-Driven Development Executoragentplanning
- 14Test-Driven Development Workflow Rulesagentcoding
- 15TDD Red-Green-Refactor Workflow Guideagentcoding
- 16TDD Implementation Plan Writeragentplanning
- 17TDD Skill Authoring Methodologyagentwriting