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
- 2601 Product Roadmap Outcome Transformer agent planning
- 2602 nanoGPT Minimal GPT Training Guide developer coding
- 2603 Research Method Novelty Checker agent research
- 2604 OpenAlex Academic Paper Search agent research
- 2605 Elite Senior Engineer TDD UX Workflow agent coding
- 2606 Academic Paper Figure Generator agent research
- 2607 Opportunity Solution Tree Product Discovery agent product
- 2608 Product Monetization Strategy Developer agent planning
- 2609 NeMo Guardrails LLM Safety Setup developer safety
- 2610 Patent Novelty Non-Obviousness Assessment agent legal
- 2611 Parallel Web Toolkit Capability Router agent tool_use
- 2612 Multi-Round Patent Examiner Review agent legal
- 2613 Multi-Agent Architecture Patterns Guide agent planning
- 2614 LaTeX Paper PDF Compiler agent coding
- 2615 Agent Memory Architecture Designer agent planning
- 2616 Academic Paper Outline from Reviews agent writing
- 2617 Nnsight Remote Model Interpretability Guide developer coding
- 2618 Flash Attention PyTorch Optimization Guide developer coding
- 2619 Scientific Manuscript Peer Reviewer agent evaluation
- 2620 Obsidian Vault Note Manager agent personal_assistant
- 2621 Onboarding CRO Flow Designer agent product
- 2622 Opentrons Protocol API Writer developer coding
- 2623 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 2624 Gemini Elite Coder and UX Validator model coding
- 2625 Falco Container Threat Detection Rules security professional security
- 2626 AFL++ Coverage-Guided Fuzzing Procedure agent security
- 2627 NeMo Curator GPU Data Curation Guide developer data_extraction
- 2628 DNS Tunneling Detection with Entropy Analysis security analyst security
- 2629 PathML Computational Pathology Toolkit agent medical
- 2630 Overleaf Git Bridge Two-Way Sync agent writing
- 2631 SSL/TLS Security Assessment with Sslyze agent security
- 2632 Trivy Container Security Scanning Guide agent security
- 2633 In-App Paywall CRO Optimizer agent marketing
- 2634 Covenant C2 Red Team Operations Guide agent security
- 2635 SSRF Vulnerability Testing and Reporting Guide agent security
- 2636 Popup CRO Optimization Expert agent marketing
- 2637 Pixel Art SVG Generator agent image_generation
- 2638 Supply Chain Attack Simulation Detector agent security
- 2639 PennyLane Quantum ML Library Guide developer coding
- 2640 Polars-Bio Genomic Interval Operations developer data_extraction
- 2641 Phoenix AI Observability Platform Guide developer tool_use
- 2642 Product Launch Pre-Mortem Risk Analyzer agent product
- 2643 Hardware Security Module PKCS#11 Integration agent security
- 2644 Osterwalder Business Model Canvas Architect agent planning
- 2645 Porter's Five Forces Industry Analyzer agent analysis
- 2646 Kubernetes Container Escape Detection Auditor security professional security
- 2647 Rails 8 Project Generator with Inertia React agent coding
- 2648 PPTX Research Poster HTML Creator agent creative
- 2649 PESTLE Macro Environment Analyst agent analysis
- 2650 Phase-Gated Debugging Protocol Enforcer agent coding
- 2651 Python PDF Processing Operations Guide agent operations
- 2652 Prioritization Frameworks Reference Guide agent product
- 2653 Conference Paper to Slides Generator researcher writing
- 2654 NotebookLM Browser Automation Skill agent tool_use
- 2655 Phylogenetics Analysis Pipeline agent analysis
- 2656 Polars DataFrame Library Reference agent coding
- 2657 Privileged Account Discovery Implementation Guide agent security
- 2658 MISP Threat Intelligence Sharing with PyMISP security analyst security
- 2659 Programmatic SEO Strategy Advisor agent marketing
- 2660 PHP Generators Iterators and SPL Expert agent coding
- 2661 Product Feature Backlog Prioritizer agent product
- 2662 Network Traffic Analysis with TShark agent security
- 2663 Product Naming Branding Consultant general user marketing
- 2664 GCP Penetration Testing with GCPBucketBrute agent security
- 2665 Product Vision Statement Brainstormer product manager product
- 2666 Puzzle Activity Planner with Generator Links agent planning
- 2667 Payment Integration Specialist Guide agent finance
- 2668 Active Directory Forest Trust Auditor agent security
- 2669 Paperzilla CLI Command Reference agent research
- 2670 PPTX File Handling Skill Guide agent operations
- 2671 Qdrant Vector Similarity Search Guide agent tool_use
- 2672 PyTorch Lightning Training Workflows Guide developer coding
- 2673 PufferLib High-Performance RL Assistant agent coding
- 2674 PyTDC Drug Discovery Dataset Guide developer medical
- 2675 Pydicom DICOM Medical Imaging Guide agent medical
- 2676 Pinecone Vector Database Python Guide developer tool_use
- 2677 SaaS Pricing Strategy Advisor agent sales
- 2678 Ray Data ML Processing Guide developer coding
- 2679 BitsAndBytes LLM Quantization Workflows developer coding
- 2680 Pypict Pairwise Test Generation Skill agent coding
- 2681 GoPhish Python Phishing Campaign Automation agent security
- 2682 Existing Web Design Premium Upgrader agent creative
- 2683 Quantitative Analyst Trading Strategy Backtester agent finance
- 2684 QuTiP Quantum Dynamics Simulator Guide agent physics
- 2685 RDKit Cheminformatics Python Guide agent chemistry
- 2686 Two-Axis Git Diff Code Reviewer agent coding
- 2687 Claude MCP Research Review Workflow agent research
- 2688 Referral & Affiliate Program Designer agent marketing
- 2689 Refactor Plan Interviewer and GitHub Issue Creator agent coding
- 2690 Experiment Results Claim Evaluation Gate agent evaluation
- 2691 RWKV Architecture Guide with Code Examples developer coding
- 2692 Research Refine and Experiment Planning Pipeline agent research
- 2693 LLM Project Pipeline Development Methodology agent planning
- 2694 Pydantic Multi-Model API Generator developer coding
- 2695 Senior Product Manager Skills Agent agent product
- 2696 PrimeKG Knowledge Graph Query Skill agent medical
- 2697 PyLabRobot Multi-Vendor Lab Automation agent operations
- 2698 Trading Portfolio Risk Manager agent finance
- 2699 PyOpenMS Proteomics Analysis Assistant developer analysis
- 2700 Cost-Effective Product Marketing Ideas Generator agent marketing