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
# PROMPT CATEGORY
- 801Academic Paper Figure Generatoragentresearch
- 802Opportunity Solution Tree Product Discoveryagentproduct
- 803Product Monetization Strategy Developeragentplanning
- 804Patent Novelty Non-Obviousness Assessmentagentlegal
- 805Parallel Web Toolkit Capability Routeragenttool_use
- 806Multi-Round Patent Examiner Reviewagentlegal
- 807Multi-Agent Architecture Patterns Guideagentplanning
- 808LaTeX Paper PDF Compileragentcoding
- 809Agent Memory Architecture Designeragentplanning
- 810Academic Paper Outline from Reviewsagentwriting
- 811Scientific Manuscript Peer Revieweragentevaluation
- 812Obsidian Vault Note Manageragentpersonal_assistant
- 813Onboarding CRO Flow Designeragentproduct
- 814AFL++ Coverage-Guided Fuzzing Procedureagentsecurity
- 815PathML Computational Pathology Toolkitagentmedical
- 816Overleaf Git Bridge Two-Way Syncagentwriting
- 817SSL/TLS Security Assessment with Sslyzeagentsecurity
- 818Trivy Container Security Scanning Guideagentsecurity
- 819In-App Paywall CRO Optimizeragentmarketing
- 820Covenant C2 Red Team Operations Guideagentsecurity
- 821SSRF Vulnerability Testing and Reporting Guideagentsecurity
- 822Popup CRO Optimization Expertagentmarketing
- 823Pixel Art SVG Generatoragentimage_generation
- 824Supply Chain Attack Simulation Detectoragentsecurity
- 825Product Launch Pre-Mortem Risk Analyzeragentproduct
- 826Hardware Security Module PKCS#11 Integrationagentsecurity
- 827Osterwalder Business Model Canvas Architectagentplanning
- 828Porter's Five Forces Industry Analyzeragentanalysis
- 829Rails 8 Project Generator with Inertia Reactagentcoding
- 830PPTX Research Poster HTML Creatoragentcreative
- 831PESTLE Macro Environment Analystagentanalysis
- 832Phase-Gated Debugging Protocol Enforceragentcoding
- 833Python PDF Processing Operations Guideagentoperations
- 834Prioritization Frameworks Reference Guideagentproduct
- 835NotebookLM Browser Automation Skillagenttool_use
- 836Phylogenetics Analysis Pipelineagentanalysis
- 837Polars DataFrame Library Referenceagentcoding
- 838Privileged Account Discovery Implementation Guideagentsecurity
- 839Programmatic SEO Strategy Advisoragentmarketing
- 840PHP Generators Iterators and SPL Expertagentcoding
- 841Product Feature Backlog Prioritizeragentproduct
- 842Network Traffic Analysis with TSharkagentsecurity
- 843GCP Penetration Testing with GCPBucketBruteagentsecurity
- 844Puzzle Activity Planner with Generator Linksagentplanning
- 845Payment Integration Specialist Guideagentfinance
- 846Active Directory Forest Trust Auditoragentsecurity
- 847Paperzilla CLI Command Referenceagentresearch
- 848PPTX File Handling Skill Guideagentoperations
- 849Qdrant Vector Similarity Search Guideagenttool_use
- 850PufferLib High-Performance RL Assistantagentcoding
- 851Pydicom DICOM Medical Imaging Guideagentmedical
- 852SaaS Pricing Strategy Advisoragentsales
- 853Pypict Pairwise Test Generation Skillagentcoding
- 854GoPhish Python Phishing Campaign Automationagentsecurity
- 855Existing Web Design Premium Upgraderagentcreative
- 856Quantitative Analyst Trading Strategy Backtesteragentfinance
- 857QuTiP Quantum Dynamics Simulator Guideagentphysics
- 858RDKit Cheminformatics Python Guideagentchemistry
- 859Two-Axis Git Diff Code Revieweragentcoding
- 860Claude MCP Research Review Workflowagentresearch
- 861Referral & Affiliate Program Designeragentmarketing
- 862Refactor Plan Interviewer and GitHub Issue Creatoragentcoding
- 863Experiment Results Claim Evaluation Gateagentevaluation
- 864Research Refine and Experiment Planning Pipelineagentresearch
- 865LLM Project Pipeline Development Methodologyagentplanning
- 866Senior Product Manager Skills Agentagentproduct
- 867PrimeKG Knowledge Graph Query Skillagentmedical
- 868PyLabRobot Multi-Vendor Lab Automationagentoperations
- 869Trading Portfolio Risk Manageragentfinance
- 870Cost-Effective Product Marketing Ideas Generatoragentmarketing
- 871Protocols.io API Integration Guideagenttool_use
- 872Schema Markup Implementation Expertagentmarketing
- 873ML/AI Theory Rigorous Proof Writeragentwriting
- 874Impact Risk Assumption Prioritizeragentproduct
- 875Sales Cold Email and Proposal Drafteragentsales
- 876Patent Prior Art Search Workflowagentlegal
- 877Product Marketing Context Document Creatoragentmarketing
- 878Pysam Genomic File Operations Guideagentcoding
- 879Scikit-Survival Analysis Modeling Guideagentmachine_learning
- 880Code Review Feedback Reception Protocolagentcoding
- 881Interactive QA GitHub Issue Fileragentoperations
- 882Throwaway Prototype Builder for Logic or UIagentcoding
- 883PyHealth Clinical Pipeline Builderagentmedical
- 884Seaborn Statistical Visualization Referenceagentanalysis
- 885Release Notes from Tickets and Changelogsagentwriting
- 886ScholarEval Academic Research Evaluatoragentevaluation
- 887RevOps Lead Lifecycle Optimizeragentsales
- 888Exa Scientific Web Search Toolkitagentresearch
- 889AI Agent Reasoning Trace Optimizeragentevaluation
- 890End-to-End Autonomous Research Pipelineagentresearch
- 891ML Experiment GPU Deployment Workflowagentoperations
- 892Sprint Retrospective Facilitatoragentoperations
- 893SEO Site Audit Expertagentmarketing
- 894Scanpy scRNA-seq Analysis Workflowagentanalysis
- 895Code Review Subagent Dispatcheragentcoding
- 896scVelo RNA Velocity Analysis Workflowagentanalysis
- 897scikit-bio Bioinformatics Analysis Skillagentanalysis
- 898Semantic Scholar Published Paper Searchagentresearch
- 899Security Bluebook Policy Builderagentsecurity
- 900User Feedback Sentiment Segment Analyzeragentanalysis