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
- 801 Academic Paper Figure Generator agent research
- 802 Opportunity Solution Tree Product Discovery agent product
- 803 Product Monetization Strategy Developer agent planning
- 804 Patent Novelty Non-Obviousness Assessment agent legal
- 805 Parallel Web Toolkit Capability Router agent tool_use
- 806 Multi-Round Patent Examiner Review agent legal
- 807 Multi-Agent Architecture Patterns Guide agent planning
- 808 LaTeX Paper PDF Compiler agent coding
- 809 Agent Memory Architecture Designer agent planning
- 810 Academic Paper Outline from Reviews agent writing
- 811 Scientific Manuscript Peer Reviewer agent evaluation
- 812 Obsidian Vault Note Manager agent personal_assistant
- 813 Onboarding CRO Flow Designer agent product
- 814 AFL++ Coverage-Guided Fuzzing Procedure agent security
- 815 PathML Computational Pathology Toolkit agent medical
- 816 Overleaf Git Bridge Two-Way Sync agent writing
- 817 SSL/TLS Security Assessment with Sslyze agent security
- 818 Trivy Container Security Scanning Guide agent security
- 819 In-App Paywall CRO Optimizer agent marketing
- 820 Covenant C2 Red Team Operations Guide agent security
- 821 SSRF Vulnerability Testing and Reporting Guide agent security
- 822 Popup CRO Optimization Expert agent marketing
- 823 Pixel Art SVG Generator agent image_generation
- 824 Supply Chain Attack Simulation Detector agent security
- 825 Product Launch Pre-Mortem Risk Analyzer agent product
- 826 Hardware Security Module PKCS#11 Integration agent security
- 827 Osterwalder Business Model Canvas Architect agent planning
- 828 Porter's Five Forces Industry Analyzer agent analysis
- 829 Rails 8 Project Generator with Inertia React agent coding
- 830 PPTX Research Poster HTML Creator agent creative
- 831 PESTLE Macro Environment Analyst agent analysis
- 832 Phase-Gated Debugging Protocol Enforcer agent coding
- 833 Python PDF Processing Operations Guide agent operations
- 834 Prioritization Frameworks Reference Guide agent product
- 835 NotebookLM Browser Automation Skill agent tool_use
- 836 Phylogenetics Analysis Pipeline agent analysis
- 837 Polars DataFrame Library Reference agent coding
- 838 Privileged Account Discovery Implementation Guide agent security
- 839 Programmatic SEO Strategy Advisor agent marketing
- 840 PHP Generators Iterators and SPL Expert agent coding
- 841 Product Feature Backlog Prioritizer agent product
- 842 Network Traffic Analysis with TShark agent security
- 843 GCP Penetration Testing with GCPBucketBrute agent security
- 844 Puzzle Activity Planner with Generator Links agent planning
- 845 Payment Integration Specialist Guide agent finance
- 846 Active Directory Forest Trust Auditor agent security
- 847 Paperzilla CLI Command Reference agent research
- 848 PPTX File Handling Skill Guide agent operations
- 849 Qdrant Vector Similarity Search Guide agent tool_use
- 850 PufferLib High-Performance RL Assistant agent coding
- 851 Pydicom DICOM Medical Imaging Guide agent medical
- 852 SaaS Pricing Strategy Advisor agent sales
- 853 Pypict Pairwise Test Generation Skill agent coding
- 854 GoPhish Python Phishing Campaign Automation agent security
- 855 Existing Web Design Premium Upgrader agent creative
- 856 Quantitative Analyst Trading Strategy Backtester agent finance
- 857 QuTiP Quantum Dynamics Simulator Guide agent physics
- 858 RDKit Cheminformatics Python Guide agent chemistry
- 859 Two-Axis Git Diff Code Reviewer agent coding
- 860 Claude MCP Research Review Workflow agent research
- 861 Referral & Affiliate Program Designer agent marketing
- 862 Refactor Plan Interviewer and GitHub Issue Creator agent coding
- 863 Experiment Results Claim Evaluation Gate agent evaluation
- 864 Research Refine and Experiment Planning Pipeline agent research
- 865 LLM Project Pipeline Development Methodology agent planning
- 866 Senior Product Manager Skills Agent agent product
- 867 PrimeKG Knowledge Graph Query Skill agent medical
- 868 PyLabRobot Multi-Vendor Lab Automation agent operations
- 869 Trading Portfolio Risk Manager agent finance
- 870 Cost-Effective Product Marketing Ideas Generator agent marketing
- 871 Protocols.io API Integration Guide agent tool_use
- 872 Schema Markup Implementation Expert agent marketing
- 873 ML/AI Theory Rigorous Proof Writer agent writing
- 874 Impact Risk Assumption Prioritizer agent product
- 875 Sales Cold Email and Proposal Drafter agent sales
- 876 Patent Prior Art Search Workflow agent legal
- 877 Product Marketing Context Document Creator agent marketing
- 878 Pysam Genomic File Operations Guide agent coding
- 879 Scikit-Survival Analysis Modeling Guide agent machine_learning
- 880 Code Review Feedback Reception Protocol agent coding
- 881 Interactive QA GitHub Issue Filer agent operations
- 882 Throwaway Prototype Builder for Logic or UI agent coding
- 883 PyHealth Clinical Pipeline Builder agent medical
- 884 Seaborn Statistical Visualization Reference agent analysis
- 885 Release Notes from Tickets and Changelogs agent writing
- 886 ScholarEval Academic Research Evaluator agent evaluation
- 887 RevOps Lead Lifecycle Optimizer agent sales
- 888 Exa Scientific Web Search Toolkit agent research
- 889 AI Agent Reasoning Trace Optimizer agent evaluation
- 890 End-to-End Autonomous Research Pipeline agent research
- 891 ML Experiment GPU Deployment Workflow agent operations
- 892 Sprint Retrospective Facilitator agent operations
- 893 SEO Site Audit Expert agent marketing
- 894 Scanpy scRNA-seq Analysis Workflow agent analysis
- 895 Code Review Subagent Dispatcher agent coding
- 896 scVelo RNA Velocity Analysis Workflow agent analysis
- 897 scikit-bio Bioinformatics Analysis Skill agent analysis
- 898 Semantic Scholar Published Paper Search agent research
- 899 Security Bluebook Policy Builder agent security
- 900 User Feedback Sentiment Segment Analyzer agent analysis