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 prompt_type: skill
# PROMPT CATEGORY
- 901Mergekit LLM Model Merging Guidedevelopermachine_learning
- 902Minimalist Editorial UI Code Generatoragentcreative
- 903AI PPT Generation with Document Analysisagentcreative
- 904Product Metrics Dashboard Designerproduct managerproduct
- 905Mermaid Diagram Expert Creatoragentcreative
- 906Molfeat Molecular Featurization Guidedevelopercoding
- 907OpenMM MDAnalysis Molecular Dynamics Workflowagentresearch
- 908Machine Learning Experiment Monitoragentoperations
- 909Monorepo Architecture Setup Advisoragentcoding
- 910North Star Metric Classifier and Validatoragentanalysis
- 911NetworkX Python Graph Analysis Toolkitagentcoding
- 912Product Roadmap Outcome Transformeragentplanning
- 913nanoGPT Minimal GPT Training Guidedevelopercoding
- 914Research Method Novelty Checkeragentresearch
- 915OpenAlex Academic Paper Searchagentresearch
- 916Elite Senior Engineer TDD UX Workflowagentcoding
- 917Academic Paper Figure Generatoragentresearch
- 918Opportunity Solution Tree Product Discoveryagentproduct
- 919Product Monetization Strategy Developeragentplanning
- 920NeMo Guardrails LLM Safety Setupdevelopersafety
- 921Patent Novelty Non-Obviousness Assessmentagentlegal
- 922Parallel Web Toolkit Capability Routeragenttool_use
- 923Multi-Round Patent Examiner Reviewagentlegal
- 924Multi-Agent Architecture Patterns Guideagentplanning
- 925LaTeX Paper PDF Compileragentcoding
- 926Agent Memory Architecture Designeragentplanning
- 927Academic Paper Outline from Reviewsagentwriting
- 928Nnsight Remote Model Interpretability Guidedevelopercoding
- 929Flash Attention PyTorch Optimization Guidedevelopercoding
- 930Scientific Manuscript Peer Revieweragentevaluation
- 931Obsidian Vault Note Manageragentpersonal_assistant
- 932Onboarding CRO Flow Designeragentproduct
- 933Opentrons Protocol API Writerdevelopercoding
- 934PEFT LoRA QLoRA LLM Fine-Tuning Guidedevelopercoding
- 935Gemini Elite Coder and UX Validatormodelcoding
- 936Falco Container Threat Detection Rulessecurity professionalsecurity
- 937AFL++ Coverage-Guided Fuzzing Procedureagentsecurity
- 938NeMo Curator GPU Data Curation Guidedeveloperdata_extraction
- 939DNS Tunneling Detection with Entropy Analysissecurity analystsecurity
- 940PathML Computational Pathology Toolkitagentmedical
- 941Overleaf Git Bridge Two-Way Syncagentwriting
- 942SSL/TLS Security Assessment with Sslyzeagentsecurity
- 943Trivy Container Security Scanning Guideagentsecurity
- 944In-App Paywall CRO Optimizeragentmarketing
- 945Covenant C2 Red Team Operations Guideagentsecurity
- 946SSRF Vulnerability Testing and Reporting Guideagentsecurity
- 947Popup CRO Optimization Expertagentmarketing
- 948Pixel Art SVG Generatoragentimage_generation
- 949Supply Chain Attack Simulation Detectoragentsecurity
- 950PennyLane Quantum ML Library Guidedevelopercoding
- 951Polars-Bio Genomic Interval Operationsdeveloperdata_extraction
- 952Phoenix AI Observability Platform Guidedevelopertool_use
- 953Product Launch Pre-Mortem Risk Analyzeragentproduct
- 954Hardware Security Module PKCS#11 Integrationagentsecurity
- 955Osterwalder Business Model Canvas Architectagentplanning
- 956Porter's Five Forces Industry Analyzeragentanalysis
- 957Kubernetes Container Escape Detection Auditorsecurity professionalsecurity
- 958Rails 8 Project Generator with Inertia Reactagentcoding
- 959PPTX Research Poster HTML Creatoragentcreative
- 960PESTLE Macro Environment Analystagentanalysis
- 961Phase-Gated Debugging Protocol Enforceragentcoding
- 962Python PDF Processing Operations Guideagentoperations
- 963Prioritization Frameworks Reference Guideagentproduct
- 964Conference Paper to Slides Generatorresearcherwriting
- 965NotebookLM Browser Automation Skillagenttool_use
- 966Phylogenetics Analysis Pipelineagentanalysis
- 967Polars DataFrame Library Referenceagentcoding
- 968Privileged Account Discovery Implementation Guideagentsecurity
- 969MISP Threat Intelligence Sharing with PyMISPsecurity analystsecurity
- 970Programmatic SEO Strategy Advisoragentmarketing
- 971PHP Generators Iterators and SPL Expertagentcoding
- 972Product Feature Backlog Prioritizeragentproduct
- 973Network Traffic Analysis with TSharkagentsecurity
- 974Product Naming Branding Consultantgeneral usermarketing
- 975GCP Penetration Testing with GCPBucketBruteagentsecurity
- 976Product Vision Statement Brainstormerproduct managerproduct
- 977Puzzle Activity Planner with Generator Linksagentplanning
- 978Payment Integration Specialist Guideagentfinance
- 979Active Directory Forest Trust Auditoragentsecurity
- 980Paperzilla CLI Command Referenceagentresearch
- 981PPTX File Handling Skill Guideagentoperations
- 982Qdrant Vector Similarity Search Guideagenttool_use
- 983PyTorch Lightning Training Workflows Guidedevelopercoding
- 984PufferLib High-Performance RL Assistantagentcoding
- 985PyTDC Drug Discovery Dataset Guidedevelopermedical
- 986Pydicom DICOM Medical Imaging Guideagentmedical
- 987Pinecone Vector Database Python Guidedevelopertool_use
- 988SaaS Pricing Strategy Advisoragentsales
- 989Ray Data ML Processing Guidedevelopercoding
- 990BitsAndBytes LLM Quantization Workflowsdevelopercoding
- 991Pypict Pairwise Test Generation Skillagentcoding
- 992GoPhish Python Phishing Campaign Automationagentsecurity
- 993Existing Web Design Premium Upgraderagentcreative
- 994Quantitative Analyst Trading Strategy Backtesteragentfinance
- 995QuTiP Quantum Dynamics Simulator Guideagentphysics
- 996RDKit Cheminformatics Python Guideagentchemistry
- 997Two-Axis Git Diff Code Revieweragentcoding
- 998Claude MCP Research Review Workflowagentresearch
- 999Referral & Affiliate Program Designeragentmarketing
- 1000Refactor Plan Interviewer and GitHub Issue Creatoragentcoding