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
# PROMPT CATEGORY
- 2801 Startup Canvas Product Strategist executive product
- 2802 Systematic Debugging Process Guide agent coding
- 2803 Statsmodels Python Statistical Modeling Guide agent coding
- 2804 Knowledge Source to AI Skill Builder agent tool_use
- 2805 Claude Superpowers Lab Environment Guide agent other
- 2806 Full Output Enforcement for Code Generation agent coding
- 2807 TensorRT-LLM Inference Optimization Guide developer coding
- 2808 SymPy Symbolic Mathematics Guide agent coding
- 2809 Tavily Web Search Skill Guide agent tool_use
- 2810 Plan to Vertical Slice Issues agent planning
- 2811 Programmatic SEO Analysis Planner analyst marketing
- 2812 Product SWOT Analysis Generator agent analysis
- 2813 SAELens Sparse Autoencoder Training Guide agent research
- 2814 Supply Chain Dependency Risk Auditor agent security
- 2815 Artifact Theme Selection and Application agent creative
- 2816 Code Change State Machine Tracker agent coding
- 2817 SEO Image Audit and Optimization Guide agent seo
- 2818 Threat Modeling Security Expert agent security
- 2819 SEO Sitemap Analyzer and Generator agent marketing
- 2820 System Performance Profiling Assistant agent analysis
- 2821 Test-Driven Development Workflow Rules agent coding
- 2822 TDD Red-Green-Refactor Workflow Guide agent coding
- 2823 TransformerLens Mechanistic Interpretability Guide developer coding
- 2824 Claude Code Model Router with Cost Logging agent tool_use
- 2825 Natural Language SQL Query Generator analyst coding
- 2826 Conversation Context PRD Synthesizer agent planning
- 2827 Service Mesh Architecture Expert agent operations
- 2828 TileDB-VCF Genomic Variant Data Handler developer analysis
- 2829 Codex Training Metrics Monitor agent operations
- 2830 Agile User Stories Generator with 3Cs agent product
- 2831 Torchforge PyTorch RL Training Guide developer coding
- 2832 Hugging Face Transformers Library Guide agent coding
- 2833 Issue Triage State Machine agent operations
- 2834 Statistical Test Selection and APA Reporting analyst analysis
- 2835 UI/UX Design Intelligence Guide agent product
- 2836 Git Worktree Isolated Workspace Setup agent operations
- 2837 JTBD Value Proposition Designer product manager product
- 2838 Agent Tool Design Principles agent tool_use
- 2839 UI Interface Building Constraints Guide agent product
- 2840 Superpowers Skill Invocation Protocol agent tool_use
- 2841 Behavioral User Segmentation Analyst agent analysis
- 2842 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 2843 Advanced TypeScript Type Safety Expert agent coding
- 2844 Vaex Large Dataset Analysis Skill developer analysis
- 2845 Value Proposition Statements Generator model marketing
- 2846 DDD Ubiquitous Language Glossary Extractor agent analysis
- 2847 StyleSeed UX Flow Designer agent product
- 2848 Vexor Semantic File Search Skill agent tool_use
- 2849 StyleSeed UX Feedback States agent product
- 2850 Secure Environment Variable Management Skill agent security
- 2851 Verification Before Completion Enforcer agent safety
- 2852 AI Marketing Video Producer agent creative
- 2853 Web Artifacts Builder Instructions agent coding
- 2854 UX/UI Principles Agent Skills agent evaluation
- 2855 What-If Scenario Analysis Oracle agent planning
- 2856 Wave Accounting Integration Status agent finance
- 2857 Viboscope Psychometric Compatibility Matcher agent personal_assistant
- 2858 Verl RL Training Guide for LLMs developer coding
- 2859 Web Interface Guidelines File Reviewer agent evaluation
- 2860 Unsplash Photography Integration Workflow agent tool_use
- 2861 User Story Test Scenario Generator developer testing
- 2862 Git Changelog Generator agent coding
- 2863 Playwright Local Webapp Testing Scripts agent testing
- 2864 Vector Database Engineer for RAG Systems agent coding
- 2865 Codebase Wiki Catalogue Generator agent coding
- 2866 Whisper Speech Recognition Model Guide developer tool_use
- 2867 Technical Wiki Page Documentation Writer agent writing
- 2868 Codebase Architecture Deep Analyzer agent analysis
- 2869 StyleSeed UI Design Token Manager agent product
- 2870 Vizcom Product Sketch Renderer agent image_generation
- 2871 TDD Implementation Plan Writer agent planning
- 2872 Zustand TypeScript Store Generator developer coding
- 2873 WWA Product Backlog Item Creator agent planning
- 2874 Research Data User Persona Creator agent product
- 2875 Agent Skill Writing Guide agent operations
- 2876 Codebase Wiki Question Answering agent analysis
- 2877 PyTorch Geometric GNN Implementation Guide agent coding
- 2878 Conversational Markdown Article Shaper agent writing
- 2879 Article Beats Journey Writer writer writing
- 2880 Zoho Desk Automation Status agent customer_support
- 2881 Nielsen Heuristics Mobile UX Auditor agent evaluation
- 2882 x402 Express USDC Payment Middleware agent tool_use
- 2883 Code Zoom-Out Module Mapper agent coding
- 2884 Zarr Python Chunked Arrays Guide agent coding
- 2885 Systems Paper Paragraph Blueprint agent writing
- 2886 XLSX File Creation and Analysis Standards agent data_extraction
- 2887 Writing Fragments Grilling Session writer writing
- 2888 X Twitter Article Publisher Skill agent marketing
- 2889 TDD Skill Authoring Methodology agent writing