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 risk_level: low
# PROMPT CATEGORY
- 1801 LatchBio Bioinformatics Workflow Integrator agent coding
- 1802 LangChain Agents RAG and Tools Guide developer coding
- 1803 SaaS Product Launch Strategist agent marketing
- 1804 OpenRouter Image Generation and Editing Guide agent image_generation
- 1805 Legacy Codebase Modernization Specialist agent coding
- 1806 Grammar Logic Flow Text Reviewer model writing
- 1807 Fal.ai Image Video Generator agent image_generation
- 1808 GRPO RL Training with TRL developer coding
- 1809 LLaVA Vision-Language Model Guide developer other
- 1810 Image-First Website Design Coder agent creative
- 1811 Iconsax Premium Icon Selection Workflow agent creative
- 1812 ETE3 Phylogenetic Tree Toolkit Guide agent analysis
- 1813 Event Sourcing and CQRS Architect agent coding
- 1814 Modern JavaScript Async Programming Expert developer coding
- 1815 Dummy Dataset Generator developer coding
- 1816 Lambda Labs GPU Cloud Guide developer tool_use
- 1817 FastAPI Router Template Generator agent coding
- 1818 LlamaIndex RAG Framework Guide developer coding
- 1819 Elixir OTP Systems Expert agent coding
- 1820 Exa API Semantic Search Skill agent research
- 1821 Scientific Computing Resource Detector agent operations
- 1822 GPTQ LLM 4-Bit Quantization Guide developer coding
- 1823 Domain Model Plan Grilling Interviewer agent planning
- 1824 Product Growth Loops Analyzer product manager marketing
- 1825 Haskell Advanced Type Systems Expert agent coding
- 1826 Log Error Root Cause Detective agent debugging
- 1827 AI Logo UI Icon Animator agent creative
- 1828 FigureSpec JSON to SVG Diagram Generator agent image_generation
- 1829 Existing Product Feature Assumption Analyzer product manager product
- 1830 Claude Code Git Guardrails Setup agent safety
- 1831 Expo App Production Deployment Guide agent operations
- 1832 JTBD Job Stories Generator agent product
- 1833 Expo SDK 55 SwiftUI Integration Guide agent coding
- 1834 Fal.ai Audio TTS STT Guide agent tool_use
- 1835 Gtars Genomic Interval Toolkit Guide agent analysis
- 1836 GTM Motions Scoring and Planning agent marketing
- 1837 Last30Days Multi-Platform Researcher agent research
- 1838 Scientific ML Catalog Assistant agent research
- 1839 Filesystem Agent Context Engineering agent tool_use
- 1840 Transformer Long Context Extension Guide developer coding
- 1841 FluidSim Python CFD Simulation Guide agent coding
- 1842 Bold Aesthetic Frontend Interface Builder agent creative
- 1843 GeoPandas Geospatial Data Guide agent coding
- 1844 Gget Bioinformatics Database Query Guide agent research
- 1845 Relentless Design Plan Interviewer agent planning
- 1846 Mamba State Space Model Guide developer coding
- 1847 Marketing Psychology Mental Models Expert agent marketing
- 1848 Makepad Rust UI Development Skills agent coding
- 1849 LLM Knowledge Distillation Implementation Guide developer coding
- 1850 Windows Service Installation Threat Hunter security analyst security
- 1851 Hypogenic Hypothesis Generation Framework agent research
- 1852 SaaS Marketing Ideas Strategist agent marketing
- 1853 Ideal Customer Profile Identifier product manager analysis
- 1854 TAM SAM SOM Market Size Estimator analyst analysis
- 1855 Market Segments Identifier and Analyzer agent marketing
- 1856 Premium Website Section Image Director agent creative
- 1857 LangSmith LLM Observability Guide developer evaluation
- 1858 Research Idea Discovery Pipeline Orchestrator agent research
- 1859 ML Research Idea Generator and Ranker agent research
- 1860 Makepad Debugging and Reference Materials agent coding
- 1861 New Product Risk Assumption Identifier product manager planning
- 1862 Mom Test Customer Interview Script Generator product manager research
- 1863 Migrate TypeScript Tests to Shoehorn developer coding
- 1864 AI Infographic Generator with Quality Review agent image_generation
- 1865 Marketing Image AI Production Guide agent image_generation
- 1866 LabArchives ELN API Integration Guide agent tool_use
- 1867 Cloud Workload Protection Implementation developer security
- 1868 AIDE File Integrity Monitoring Implementation agent security
- 1869 Matplotlib Python Plotting Guide agent coding
- 1870 Fluentd Log Forwarding Configuration Guide agent operations
- 1871 Lead Magnet Strategy Planner agent marketing
- 1872 LaTeX Academic Paper Format Converter agent coding
- 1873 Multi-Agent Parallel Research Orchestrator agent research
- 1874 Lean Canvas Business Model Generator agent planning
- 1875 Modal Serverless GPU ML Guide developer operations
- 1876 Bitcoin Lightning Network Protocol Reviewer agent analysis
- 1877 Codebase Architecture Deepening Advisor agent coding
- 1878 llama.cpp CPU GPU Inference Guide developer tool_use
- 1879 Bitcoin Lightning Channel Factories Explainer agent education
- 1880 Industrial Brutalist Tactical UI Engineer agent creative
- 1881 ARIS Meta-Optimization Log Analyzer agent operations
- 1882 LlamaGuard Content Moderation Deployment Guide developer safety
- 1883 LaminDB Biological Data Management Assistant agent data_management
- 1884 Latent Briefing KV Cache Compaction agent planning
- 1885 Magic UI Variations Generator agent creative
- 1886 Matchms Mass Spectrometry Library Guide agent analysis
- 1887 LLM Pruning with Wanda and SparseGPT agent machine_learning
- 1888 MCP Server Development Guide developer coding
- 1889 Mixture of Experts Training Guide developer coding
- 1890 Miles Enterprise RL Training Guide developer coding
- 1891 Mergekit LLM Model Merging Guide developer machine_learning
- 1892 Minimalist Editorial UI Code Generator agent creative
- 1893 AI PPT Generation with Document Analysis agent creative
- 1894 Product Metrics Dashboard Designer product manager product
- 1895 Mermaid Diagram Expert Creator agent creative
- 1896 Molfeat Molecular Featurization Guide developer coding
- 1897 OpenMM MDAnalysis Molecular Dynamics Workflow agent research
- 1898 Monorepo Architecture Setup Advisor agent coding
- 1899 North Star Metric Classifier and Validator agent analysis
- 1900 NetworkX Python Graph Analysis Toolkit agent coding