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: structured_output
# PROMPT CATEGORY
- 1 Fintech Product Operations Request Analyzer model operations
- 2 AI Process Feasibility Interviewer model evaluation
- 3 Comprehensive Project Implementation Plan Generator general user planning
- 4 Weekly TV Premieres & Streaming Movies Lister general user research
- 5 PhD Scientific Paper Editing Assistant student writing
- 6 Multi-Domain Critical Thinking Analyzer model analysis
- 7 Curated Compendium of Cuckold BNWO Websites analyst research
- 8 Interview-Style Analogy Generator for Concepts model education
- 9 Company URL Account Research Report Generator model research
- 10 Arabic AI Prompt Analyzer and Optimizer model analysis
- 11 Meta-Cognitive Deep Research Decomposer model research
- 12 Olympic Weekly Events Markdown Generator general user personal_assistant
- 13 Industry Market Tree JSON Template analyst research
- 14 Academic Research Brainstorm and Improvement Analyzer analyst research
- 15 WFGY Self-Healing LLM Reasoning OS model planning
- 16 Interactive Place Review Generator general user writing
- 17 Podcast Format Blueprint and Audio Branding Generator model creative
- 18 LinkedIn JSON to Canonical Markdown Profile Generator model data_extraction
- 19 Layered Coding Concept Explainer student education
- 20 Regional Top 3 Active Scams Briefer general user security
- 21 Senior Python Code Reviewer developer coding
- 22 Pre-Interview Company Role Intelligence Dossier general user research
- 23 Structured Python Production Code Generator developer coding
- 24 Health Report Clinical Analyzer general user medical
- 25 Interactive Topic Research Info Gatherer writer research
- 26 Python Security Code Auditor developer security
- 27 Agency Growth Bottleneck Diagnostic Framework executive operations
- 28 Multi-Dimensional 5 Whys Root Cause Guide model analysis
- 29 DeepThinker-CA Recursive Thinking Analyzer model analysis
- 30 AI Productivity Kickstart Consultant general user education
- 31 Structured Cross-Language Code Translator developer coding
- 32 Structured Corporate Intelligence Report Generator model research
- 33 Internet Slang Trends Briefing Engine general user research
- 34 Plain-English Security Concept Explainer general user security
- 35 Entropy MDPI Journal Peer Reviewer model evaluation
- 36 Scientific Text Outline Extractor model writing
- 37 Forensic UI Design Systems Auditor model analysis
- 38 Business Unit Economics Scalability Evaluator model finance
- 39 McKinsey-Style Business Idea Blueprint Generator executive planning
- 40 Market Entry Strategy Consultant executive planning
- 41 Human LinkedIn Project Post Generator general user marketing
- 42 iOS App Store Compliance Auditor developer analysis
- 43 Exam Question Classifier by Chapter and Type student education
- 44 Mistral Web Research Fact Synthesizer model research
- 45 Humanize AI Lyrics and Video Scripts model writing
- 46 Otter.ai Transcript to Notion Page Generator general user summarization
- 47 Prompt Quality Audit Engineer model evaluation
- 48 Prompt Analysis Optimization Validator model evaluation
- 49 Flutter Map SDK Layer Bug Fixer developer coding
- 50 Mobile Gaming UA Creative Network Analyzer analyst marketing
- 51 Product Requirements Document Drafter general user product
- 52 Math History Teacher for Mathematicians Contributions student education
- 53 Structured Book Summarizer with Key Takeaways general user summarization
- 54 Lecture Note-Taking Assistant with Quiz Focus student education
- 55 Decision Filter for Choice Resolution general user personal_assistant
- 56 City Travel Itinerary Planner model planning
- 57 Tumor Medical Startup Business Plan Generator executive planning
- 58 Meeting Transcript Summarizer and Action Extractor model summarization
- 59 Prompt Refinement AI with Iteration Process model analysis
- 60 Annual Summary Creator for Contexts model writing
- 61 Word Document Project Module Analyzer general user planning
- 62 Git History Structured Changelog Generator agent coding
- 63 Git History Changelog Generator agent coding
- 64 Grammar Logic Flow Text Reviewer model writing
- 65 SGLang LLM Serving Framework Guide developer tool_use
- 66 Structured Meeting Summary Generator agent summarization
- 67 Customer Interview JTBD Summary Generator agent research
- 68 Git Changelog Generator agent coding