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: yaml-frontmatter
# PROMPT CATEGORY
- 101Lean Canvas Business Model Generatoragentplanning
- 102Codebase Architecture Deepening Advisoragentcoding
- 103ARIS Meta-Optimization Log Analyzeragentoperations
- 104Mixture of Experts Training Guidedevelopercoding
- 105AI PPT Generation with Document Analysisagentcreative
- 106Product Metrics Dashboard Designerproduct managerproduct
- 107Monorepo Architecture Setup Advisoragentcoding
- 108Academic Paper Figure Generatoragentresearch
- 109Opportunity Solution Tree Product Discoveryagentproduct
- 110Multi-Agent Architecture Patterns Guideagentplanning
- 111Academic Paper Outline from Reviewsagentwriting
- 112AFL++ Coverage-Guided Fuzzing Procedureagentsecurity
- 113SSL/TLS Security Assessment with Sslyzeagentsecurity
- 114Rails 8 Project Generator with Inertia Reactagentcoding
- 115Programmatic SEO Strategy Advisoragentmarketing
- 116Experiment Results Claim Evaluation Gateagentevaluation
- 117Research Refine and Experiment Planning Pipelineagentresearch
- 118PyOpenMS Proteomics Analysis Assistantdeveloperanalysis
- 119Protocols.io API Integration Guideagenttool_use
- 120Product Manager Resume Review and Tailoringmodelhr
- 121React Flow Node Component Creatordevelopercoding
- 122Throwaway Prototype Builder for Logic or UIagentcoding
- 123End-to-End Autonomous Research Pipelineagentresearch
- 124SEO Site Audit Expertagentmarketing
- 125Exercise Directory Structure Scaffolderagenteducation
- 126Google SEO API Commandsagentmarketing
- 127Single Page SEO Analyzeragentmarketing
- 128SEO Drift Baseline Comparison Commandsagentmarketing
- 129Strategic SEO Planning Frameworkagentmarketing
- 130Repo Agent Skills Configuration Setupagentoperations
- 131Agent Skill Documentation Templateagentother
- 132Slime RL Post-Training Framework Guidedevelopercoding
- 133Startup Canvas Product Strategistexecutiveproduct
- 134Systematic Debugging Process Guideagentcoding
- 135Statsmodels Python Statistical Modeling Guideagentcoding
- 136Knowledge Source to AI Skill Builderagenttool_use
- 137Claude Superpowers Lab Environment Guideagentother
- 138Product SWOT Analysis Generatoragentanalysis
- 139Claude Code Model Router with Cost Loggingagenttool_use
- 140Conversation Context PRD Synthesizeragentplanning
- 141Codex Training Metrics Monitoragentoperations
- 142Hugging Face Transformers Library Guideagentcoding
- 143Statistical Test Selection and APA Reportinganalystanalysis
- 144Git Worktree Isolated Workspace Setupagentoperations
- 145UI Interface Building Constraints Guideagentproduct
- 146Superpowers Skill Invocation Protocolagenttool_use
- 147Codebase Wiki Catalogue Generatoragentcoding
- 148Agent Skill Writing Guideagentoperations
- 149Codebase Wiki Question Answeringagentanalysis
- 150TDD Skill Authoring Methodologyagentwriting