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 FROM YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. One tool: search_prompts — query, filter, and sort the same way you do here.
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
- 1Fintech Product Operations Request Analyzermodeloperations
- 2AI Process Feasibility Interviewermodelevaluation
- 3Comprehensive Project Implementation Plan Generatorgeneral userplanning
- 4Weekly TV Premieres & Streaming Movies Listergeneral userresearch
- 5PhD Scientific Paper Editing Assistantstudentwriting
- 6Multi-Domain Critical Thinking Analyzermodelanalysis
- 7Curated Compendium of Cuckold BNWO Websitesanalystresearch
- 8Interview-Style Analogy Generator for Conceptsmodeleducation
- 9Company URL Account Research Report Generatormodelresearch
- 10Arabic AI Prompt Analyzer and Optimizermodelanalysis
- 11Meta-Cognitive Deep Research Decomposermodelresearch
- 12Olympic Weekly Events Markdown Generatorgeneral userpersonal_assistant
- 13Industry Market Tree JSON Templateanalystresearch
- 14Academic Research Brainstorm and Improvement Analyzeranalystresearch
- 15WFGY Self-Healing LLM Reasoning OSmodelplanning
- 16Interactive Place Review Generatorgeneral userwriting
- 17Podcast Format Blueprint and Audio Branding Generatormodelcreative
- 18LinkedIn JSON to Canonical Markdown Profile Generatormodeldata_extraction
- 19Layered Coding Concept Explainerstudenteducation
- 20Regional Top 3 Active Scams Briefergeneral usersecurity
- 21Senior Python Code Reviewerdevelopercoding
- 22Pre-Interview Company Role Intelligence Dossiergeneral userresearch
- 23Structured Python Production Code Generatordevelopercoding
- 24Health Report Clinical Analyzergeneral usermedical
- 25Interactive Topic Research Info Gathererwriterresearch
- 26Python Security Code Auditordevelopersecurity
- 27Agency Growth Bottleneck Diagnostic Frameworkexecutiveoperations
- 28Multi-Dimensional 5 Whys Root Cause Guidemodelanalysis
- 29DeepThinker-CA Recursive Thinking Analyzermodelanalysis
- 30AI Productivity Kickstart Consultantgeneral usereducation
- 31Structured Cross-Language Code Translatordevelopercoding
- 32Structured Corporate Intelligence Report Generatormodelresearch
- 33Internet Slang Trends Briefing Enginegeneral userresearch
- 34Plain-English Security Concept Explainergeneral usersecurity
- 35Entropy MDPI Journal Peer Reviewermodelevaluation
- 36Scientific Text Outline Extractormodelwriting
- 37Forensic UI Design Systems Auditormodelanalysis
- 38Business Unit Economics Scalability Evaluatormodelfinance
- 39McKinsey-Style Business Idea Blueprint Generatorexecutiveplanning
- 40Market Entry Strategy Consultantexecutiveplanning
- 41Human LinkedIn Project Post Generatorgeneral usermarketing
- 42iOS App Store Compliance Auditordeveloperanalysis
- 43Exam Question Classifier by Chapter and Typestudenteducation
- 44Mistral Web Research Fact Synthesizermodelresearch
- 45Humanize AI Lyrics and Video Scriptsmodelwriting
- 46Otter.ai Transcript to Notion Page Generatorgeneral usersummarization
- 47Prompt Quality Audit Engineermodelevaluation
- 48Prompt Analysis Optimization Validatormodelevaluation
- 49Flutter Map SDK Layer Bug Fixerdevelopercoding
- 50Mobile Gaming UA Creative Network Analyzeranalystmarketing
- 51Product Requirements Document Draftergeneral userproduct
- 52Math History Teacher for Mathematicians Contributionsstudenteducation
- 53Structured Book Summarizer with Key Takeawaysgeneral usersummarization
- 54Lecture Note-Taking Assistant with Quiz Focusstudenteducation
- 55Decision Filter for Choice Resolutiongeneral userpersonal_assistant
- 56City Travel Itinerary Plannermodelplanning
- 57Tumor Medical Startup Business Plan Generatorexecutiveplanning
- 58Meeting Transcript Summarizer and Action Extractormodelsummarization
- 59Prompt Refinement AI with Iteration Processmodelanalysis
- 60Annual Summary Creator for Contextsmodelwriting
- 61Word Document Project Module Analyzergeneral userplanning
- 62Git History Structured Changelog Generatoragentcoding
- 63Git History Changelog Generatoragentcoding
- 64Grammar Logic Flow Text Reviewermodelwriting
- 65SGLang LLM Serving Framework Guidedevelopertool_use
- 66Structured Meeting Summary Generatoragentsummarization
- 67Customer Interview JTBD Summary Generatoragentresearch
- 68Git Changelog Generatoragentcoding