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 task_types: explain
# PROMPT CATEGORY
- 801 Active Directory Forest Trust Auditor agent security
- 802 Paperzilla CLI Command Reference agent research
- 803 PPTX File Handling Skill Guide agent operations
- 804 Qdrant Vector Similarity Search Guide agent tool_use
- 805 PyTorch Lightning Training Workflows Guide developer coding
- 806 PufferLib High-Performance RL Assistant agent coding
- 807 PyTDC Drug Discovery Dataset Guide developer medical
- 808 Pydicom DICOM Medical Imaging Guide agent medical
- 809 Pinecone Vector Database Python Guide developer tool_use
- 810 Ray Data ML Processing Guide developer coding
- 811 BitsAndBytes LLM Quantization Workflows developer coding
- 812 Pypict Pairwise Test Generation Skill agent coding
- 813 QuTiP Quantum Dynamics Simulator Guide agent physics
- 814 RDKit Cheminformatics Python Guide agent chemistry
- 815 Claude MCP Research Review Workflow agent research
- 816 RWKV Architecture Guide with Code Examples developer coding
- 817 LLM Project Pipeline Development Methodology agent planning
- 818 PrimeKG Knowledge Graph Query Skill agent medical
- 819 PyLabRobot Multi-Vendor Lab Automation agent operations
- 820 PyOpenMS Proteomics Analysis Assistant developer analysis
- 821 Protocols.io API Integration Guide agent tool_use
- 822 PyDESeq2 RNA-seq Differential Expression Guide analyst analysis
- 823 Schema Markup Implementation Expert agent marketing
- 824 Product Manager Resume Review and Tailoring model hr
- 825 Privacy Policy Compliance Generator general user legal
- 826 Pysam Genomic File Operations Guide agent coding
- 827 Scikit-Survival Analysis Modeling Guide agent machine_learning
- 828 Code Review Feedback Reception Protocol agent coding
- 829 PyHealth Clinical Pipeline Builder agent medical
- 830 Prompt Injection Jailbreak Detector developer security
- 831 Ray Train Distributed Training Workflows developer coding
- 832 Seaborn Statistical Visualization Reference agent analysis
- 833 Clinical Psychology Philosophy Companion general user personal_assistant
- 834 Pyvene Causal Interventions Guide developer analysis
- 835 Ruby Metaprogramming and Rails Expert developer coding
- 836 RevOps Lead Lifecycle Optimizer agent sales
- 837 Exa Scientific Web Search Toolkit agent research
- 838 SEO Site Audit Expert agent marketing
- 839 Scanpy scRNA-seq Analysis Workflow agent analysis
- 840 Segment Anything Model User Guide developer other
- 841 Code Review Subagent Dispatcher agent coding
- 842 scVelo RNA Velocity Analysis Workflow agent analysis
- 843 scikit-bio Bioinformatics Analysis Skill agent analysis
- 844 Semantic Scholar Published Paper Search agent research
- 845 SentencePiece Tokenizer Training Guide developer coding
- 846 Sentence Transformers Embeddings Usage Guide developer coding
- 847 DataForSEO Live SEO Data Handler agent marketing
- 848 Scientific Diagram AI Generator researcher image_generation
- 849 RingCentral Automation Status Guide agent tool_use
- 850 Google SEO API Commands agent marketing
- 851 Firecrawl SEO Site Crawling Commands agent marketing
- 852 SEO Drift Baseline Comparison Commands agent marketing
- 853 Gemini SEO Image Generator agent image_generation
- 854 Documentation to Claude AI Skills Converter agent tool_use
- 855 SGLang LLM Serving Framework Guide developer tool_use
- 856 Rowan Molecular Modeling Python API agent scientific_computing
- 857 Repo Agent Skills Configuration Setup agent operations
- 858 SimPO Preference Optimization Training Guide developer machine_learning
- 859 Slack GIF Creator Toolkit agent image_generation
- 860 SkyPilot Multi-Cloud ML Orchestration Guide developer operations
- 861 Speculative Decoding for LLM Inference agent coding
- 862 SimPy Discrete-Event Simulation Guide agent coding
- 863 Stable Baselines3 RL Training Guide agent coding
- 864 Stable Diffusion Diffusers Image Generation Guide agent image_generation
- 865 Subagent-Driven Development Executor agent planning
- 866 SHAP Model Interpretability Guide agent analysis
- 867 Slime RL Post-Training Framework Guide developer coding
- 868 Statsmodels Python Statistical Modeling Guide agent coding
- 869 Claude Superpowers Lab Environment Guide agent other
- 870 TensorRT-LLM Inference Optimization Guide developer coding
- 871 SymPy Symbolic Mathematics Guide agent coding
- 872 Tavily Web Search Skill Guide agent tool_use
- 873 SAELens Sparse Autoencoder Training Guide agent research
- 874 TransformerLens Mechanistic Interpretability Guide developer coding
- 875 Claude Code Model Router with Cost Logging agent tool_use
- 876 Natural Language SQL Query Generator analyst coding
- 877 TileDB-VCF Genomic Variant Data Handler developer analysis
- 878 Torchforge PyTorch RL Training Guide developer coding
- 879 Hugging Face Transformers Library Guide agent coding
- 880 Statistical Test Selection and APA Reporting analyst analysis
- 881 Git Worktree Isolated Workspace Setup agent operations
- 882 Agent Tool Design Principles agent tool_use
- 883 UI Interface Building Constraints Guide agent product
- 884 Superpowers Skill Invocation Protocol agent tool_use
- 885 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 886 Vaex Large Dataset Analysis Skill developer analysis
- 887 Vexor Semantic File Search Skill agent tool_use
- 888 Secure Environment Variable Management Skill agent security
- 889 AI Marketing Video Producer agent creative
- 890 Web Artifacts Builder Instructions agent coding
- 891 UX/UI Principles Agent Skills agent evaluation
- 892 Wave Accounting Integration Status agent finance
- 893 Viboscope Psychometric Compatibility Matcher agent personal_assistant
- 894 Verl RL Training Guide for LLMs developer coding
- 895 Unsplash Photography Integration Workflow agent tool_use
- 896 Playwright Local Webapp Testing Scripts agent testing
- 897 Whisper Speech Recognition Model Guide developer tool_use
- 898 Codebase Architecture Deep Analyzer agent analysis
- 899 PyTorch Geometric GNN Implementation Guide agent coding
- 900 Zoho Desk Automation Status agent customer_support