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: yaml-frontmatter
# PROMPT CATEGORY
- 101 Lean Canvas Business Model Generator agent planning
- 102 Codebase Architecture Deepening Advisor agent coding
- 103 ARIS Meta-Optimization Log Analyzer agent operations
- 104 Mixture of Experts Training Guide developer coding
- 105 AI PPT Generation with Document Analysis agent creative
- 106 Product Metrics Dashboard Designer product manager product
- 107 Monorepo Architecture Setup Advisor agent coding
- 108 Academic Paper Figure Generator agent research
- 109 Opportunity Solution Tree Product Discovery agent product
- 110 Multi-Agent Architecture Patterns Guide agent planning
- 111 Academic Paper Outline from Reviews agent writing
- 112 AFL++ Coverage-Guided Fuzzing Procedure agent security
- 113 SSL/TLS Security Assessment with Sslyze agent security
- 114 Rails 8 Project Generator with Inertia React agent coding
- 115 Programmatic SEO Strategy Advisor agent marketing
- 116 Experiment Results Claim Evaluation Gate agent evaluation
- 117 Research Refine and Experiment Planning Pipeline agent research
- 118 PyOpenMS Proteomics Analysis Assistant developer analysis
- 119 Protocols.io API Integration Guide agent tool_use
- 120 Product Manager Resume Review and Tailoring model hr
- 121 React Flow Node Component Creator developer coding
- 122 Throwaway Prototype Builder for Logic or UI agent coding
- 123 End-to-End Autonomous Research Pipeline agent research
- 124 SEO Site Audit Expert agent marketing
- 125 Exercise Directory Structure Scaffolder agent education
- 126 Google SEO API Commands agent marketing
- 127 Single Page SEO Analyzer agent marketing
- 128 SEO Drift Baseline Comparison Commands agent marketing
- 129 Strategic SEO Planning Framework agent marketing
- 130 Repo Agent Skills Configuration Setup agent operations
- 131 Agent Skill Documentation Template agent other
- 132 Slime RL Post-Training Framework Guide developer coding
- 133 Startup Canvas Product Strategist executive product
- 134 Systematic Debugging Process Guide agent coding
- 135 Statsmodels Python Statistical Modeling Guide agent coding
- 136 Knowledge Source to AI Skill Builder agent tool_use
- 137 Claude Superpowers Lab Environment Guide agent other
- 138 Product SWOT Analysis Generator agent analysis
- 139 Claude Code Model Router with Cost Logging agent tool_use
- 140 Conversation Context PRD Synthesizer agent planning
- 141 Codex Training Metrics Monitor agent operations
- 142 Hugging Face Transformers Library Guide agent coding
- 143 Statistical Test Selection and APA Reporting analyst analysis
- 144 Git Worktree Isolated Workspace Setup agent operations
- 145 UI Interface Building Constraints Guide agent product
- 146 Superpowers Skill Invocation Protocol agent tool_use
- 147 Codebase Wiki Catalogue Generator agent coding
- 148 Agent Skill Writing Guide agent operations
- 149 Codebase Wiki Question Answering agent analysis
- 150 TDD Skill Authoring Methodology agent writing