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
- 2701 Protocols.io API Integration Guide agent tool_use
- 2702 Competitive Product Positioning Strategist marketing professional marketing
- 2703 PyDESeq2 RNA-seq Differential Expression Guide analyst analysis
- 2704 Schema Markup Implementation Expert agent marketing
- 2705 ML/AI Theory Rigorous Proof Writer agent writing
- 2706 Impact Risk Assumption Prioritizer agent product
- 2707 Product Manager Resume Review and Tailoring model hr
- 2708 React Flow Node Component Creator developer coding
- 2709 Privacy Policy Compliance Generator general user legal
- 2710 Sales Cold Email and Proposal Drafter agent sales
- 2711 Product Strategy Canvas Generator product manager product
- 2712 Patent Prior Art Search Workflow agent legal
- 2713 Product Pricing Strategy Designer executive sales
- 2714 Product Marketing Context Document Creator agent marketing
- 2715 Pysam Genomic File Operations Guide agent coding
- 2716 Scikit-Survival Analysis Modeling Guide agent machine_learning
- 2717 Code Review Feedback Reception Protocol agent coding
- 2718 Interactive QA GitHub Issue Filer agent operations
- 2719 Throwaway Prototype Builder for Logic or UI agent coding
- 2720 PyHealth Clinical Pipeline Builder agent medical
- 2721 Prompt Injection Jailbreak Detector developer security
- 2722 Ray Train Distributed Training Workflows developer coding
- 2723 Seaborn Statistical Visualization Reference agent analysis
- 2724 Release Notes from Tickets and Changelogs agent writing
- 2725 Clinical Psychology Philosophy Companion general user personal_assistant
- 2726 Pyvene Causal Interventions Guide developer analysis
- 2727 ScholarEval Academic Research Evaluator agent evaluation
- 2728 Ruby Metaprogramming and Rails Expert developer coding
- 2729 RevOps Lead Lifecycle Optimizer agent sales
- 2730 Exa Scientific Web Search Toolkit agent research
- 2731 AI Agent Reasoning Trace Optimizer agent evaluation
- 2732 End-to-End Autonomous Research Pipeline agent research
- 2733 ML Experiment GPU Deployment Workflow agent operations
- 2734 Scientific Research Ideation Partner scientist research
- 2735 Sprint Retrospective Facilitator agent operations
- 2736 SEO Site Audit Expert agent marketing
- 2737 Scanpy scRNA-seq Analysis Workflow agent analysis
- 2738 Segment Anything Model User Guide developer other
- 2739 Code Review Subagent Dispatcher agent coding
- 2740 scVelo RNA Velocity Analysis Workflow agent analysis
- 2741 scikit-bio Bioinformatics Analysis Skill agent analysis
- 2742 Semantic Scholar Published Paper Search agent research
- 2743 SEO Competitor Comparison Page Generator writer marketing
- 2744 Security Bluebook Policy Builder agent security
- 2745 User Feedback Sentiment Segment Analyzer agent analysis
- 2746 SEO Command and Subagent Orchestrator agent marketing
- 2747 SEO SERP Overlap Keyword Clustering agent marketing
- 2748 E-commerce SEO Analysis Commands agent marketing
- 2749 SentencePiece Tokenizer Training Guide developer coding
- 2750 Sentence Transformers Embeddings Usage Guide developer coding
- 2751 Hreflang SEO Validator and Generator developer marketing
- 2752 DataForSEO Live SEO Data Handler agent marketing
- 2753 Scientific Diagram AI Generator researcher image_generation
- 2754 Exercise Directory Structure Scaffolder agent education
- 2755 Local Business Maps SEO Auditor agent seo
- 2756 FLOW SEO Framework Orchestrator agent marketing
- 2757 SEO Content E-E-A-T Quality Analyzer agent analysis
- 2758 SEO Content Brief Generator agent marketing
- 2759 RingCentral Automation Status Guide agent tool_use
- 2760 Google SEO API Commands agent marketing
- 2761 Local SEO Analysis Report Generator analyst marketing
- 2762 Single Page SEO Analyzer agent marketing
- 2763 SEO Backlink Profile Analyzer agent marketing
- 2764 Firecrawl SEO Site Crawling Commands agent marketing
- 2765 B2B Sales Enablement Collateral Creator agent sales
- 2766 SEO Drift Baseline Comparison Commands agent marketing
- 2767 Technical SEO Audit Checklist agent seo
- 2768 Gemini SEO Image Generator agent image_generation
- 2769 Husky Pre-Commit Hooks Setup Guide developer coding
- 2770 SEO Schema Markup Analyzer Generator agent marketing
- 2771 Documentation to Claude AI Skills Converter agent tool_use
- 2772 SGLang LLM Serving Framework Guide developer tool_use
- 2773 Strategic SEO Planning Framework agent marketing
- 2774 Rowan Molecular Modeling Python API agent scientific_computing
- 2775 Repo Agent Skills Configuration Setup agent operations
- 2776 SimPO Preference Optimization Training Guide developer machine_learning
- 2777 Skill Seekers Knowledge Source Skill Builder agent tool_use
- 2778 Slack GIF Creator Toolkit agent image_generation
- 2779 Website Architecture Planning Expert agent planning
- 2780 Social Media Content Strategist agent marketing
- 2781 SXO SERP Analysis Pipeline agent marketing
- 2782 Claude Skill Creator with Slack Sharing agent operations
- 2783 SkyPilot Multi-Cloud ML Orchestration Guide developer operations
- 2784 Agent Skill Documentation Template agent other
- 2785 GEO Website Analysis Report Generator marketer marketing
- 2786 Signup Flow CRO Optimizer agent marketing
- 2787 Speculative Decoding for LLM Inference agent coding
- 2788 SimPy Discrete-Event Simulation Guide agent coding
- 2789 Agile Sprint Capacity Planner project manager planning
- 2790 Stable Baselines3 RL Training Guide agent coding
- 2791 Stitch Semantic Design System Generator agent creative
- 2792 Stakeholder Power Interest Grid Mapper general user planning
- 2793 RSVP Speed Reader Launcher agent tool_use
- 2794 Structured Meeting Summary Generator agent summarization
- 2795 Stable Diffusion Diffusers Image Generation Guide agent image_generation
- 2796 Subagent-Driven Development Executor agent planning
- 2797 SHAP Model Interpretability Guide agent analysis
- 2798 Customer Interview JTBD Summary Generator agent research
- 2799 Patent Specification Section Writer agent legal
- 2800 Slime RL Post-Training Framework Guide developer coding