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 workflow_stage: unknown
# PROMPT CATEGORY
- 101Bonsai Automation via Rube MCPagenttool_use
- 102Borneo Operations Automation via Rube MCPagenttool_use
- 103Bugbug Automation via Rube MCPagenttool_use
- 104BLIP-2 Vision-Language Model Guidedeveloperother
- 105Carbone Automation via Rube MCPagenttool_use
- 106Brand Identity and Voice Manageragentmarketing
- 107Cal Automation via Rube MCPagenttool_use
- 108Chatfai Automation via Rube MCPagenttool_use
- 109Health Medical Analysis Assistant Skillagentmedical
- 110Constitutional AI Training Workflowsdevelopersafety
- 111Agent Context Compression Strategiesagentoperations
- 112Canvas Automation via Rube MCPagenttool_use
- 113Cirq Quantum Computing Framework Guidedevelopercoding
- 114Design Sub-Skill Routing and Generation Guideagentcreative
- 115Claude API Application Builderdevelopercoding
- 116DeepChem Molecular ML Workflow Guidedeveloperresearch
- 117Claude Code Configuration and Usage Guideagentcoding
- 118Windows 11 System Management Guidanceagentoperations
- 119Dialmycalls Rube MCP Automation Guideagenttool_use
- 120DigitalOcean Automation via Rube MCPagentoperations
- 121Coinmarketcap Automation via Rube MCPagenttool_use
- 122COBRApy Metabolic Modeling Assistantdevelopercoding
- 123SOTA Computer Vision Pipeline Expertagentresearch
- 124Context Engineering Agent Skills Collectionagentother
- 125Chroma Embedding Database Usage Guidedevelopertool_use
- 126Certifier Rube MCP Automation Workflowagenttool_use
- 127Claude RSVP Speed Readeragentpersonal_assistant
- 128DOCX Document Creation Editing Guideagentoperations
- 129Coinranking Automation via Rube MCPagenttool_use
- 130CrewAI Multi-Agent Orchestration Guidedevelopertool_use
- 131Dromo Automation via Rube MCPagenttool_use
- 132CustomJS Automation via Rube MCPagenttool_use
- 133ESM Protein Language Model Toolkitagentresearch
- 134Claude External Apps Connection Setupagenttool_use
- 135Currents API Automation via Rube MCPagenttool_use
- 136Fal AI Image Editing Skillagentimage_generation
- 137Fal AI Image Video Upscaleragentimage_generation
- 138CustomGPT Automation via Rube MCPagenttool_use
- 139Convertapi Rube MCP Automation Guideagenttool_use
- 140Conveyor Automation via Rube MCPagenttool_use
- 141Detrack Automation via Rube MCPagenttool_use
- 142SwanLab ML Experiment Tracking Guideagentcoding
- 143FlowIO FCS File Handleragentdata_extraction
- 144Datagma Automation via Rube MCPagenttool_use
- 145fp-ts Type Selection Referencedevelopercoding
- 146Desktime Automation via Rube MCPagenttool_use
- 147HQQ LLM Quantization Guidedevelopercoding
- 148Dask Parallel Computing Guidedevelopercoding
- 149Hosted Background Agent Infrastructureagenttool_use
- 150Histolab WSI Tile Extraction Guidedevelopermedical
- 151Digicert Automation via Rube MCPagenttool_use
- 152Digital Brain Personal Operating Systemagentpersonal_assistant
- 153Geniml Genomic Interval ML Guideagentanalysis
- 154DNAnexus Genomics Platform Integration Guideagenttool_use
- 155Dock Certs Rube MCP Automation Guideagenttool_use
- 156Fal Platform API Guidanceagenttool_use
- 157LatchBio Bioinformatics Workflow Integratoragentcoding
- 158LangChain Agents RAG and Tools Guidedevelopercoding
- 159GRPO RL Training with TRLdevelopercoding
- 160LLaVA Vision-Language Model Guidedeveloperother
- 161Iconsax Premium Icon Selection Workflowagentcreative
- 162ETE3 Phylogenetic Tree Toolkit Guideagentanalysis
- 163Lambda Labs GPU Cloud Guidedevelopertool_use
- 164LlamaIndex RAG Framework Guidedevelopercoding
- 165GPTQ LLM 4-Bit Quantization Guidedevelopercoding
- 166Haskell Advanced Type Systems Expertagentcoding
- 167Ffuf Web Fuzzing Guidanceagentsecurity
- 168Claude Code Git Guardrails Setupagentsafety
- 169Expo SDK 55 SwiftUI Integration Guideagentcoding
- 170Fal.ai Audio TTS STT Guideagenttool_use
- 171Gtars Genomic Interval Toolkit Guideagentanalysis
- 172Scientific ML Catalog Assistantagentresearch
- 173Filesystem Agent Context Engineeringagenttool_use
- 174Transformer Long Context Extension Guidedevelopercoding
- 175FluidSim Python CFD Simulation Guideagentcoding
- 176GeoPandas Geospatial Data Guideagentcoding
- 177Gget Bioinformatics Database Query Guideagentresearch
- 178Mamba State Space Model Guidedevelopercoding
- 179Makepad Rust UI Development Skillsagentcoding
- 180LangSmith LLM Observability Guidedeveloperevaluation
- 181Research Idea Discovery Pipeline Orchestratoragentresearch
- 182LabArchives ELN API Integration Guideagenttool_use
- 183Matplotlib Python Plotting Guideagentcoding
- 184Multi-Agent Parallel Research Orchestratoragentresearch
- 185llama.cpp CPU GPU Inference Guidedevelopertool_use
- 186LlamaGuard Content Moderation Deployment Guidedevelopersafety
- 187LaminDB Biological Data Management Assistantagentdata_management
- 188Latent Briefing KV Cache Compactionagentplanning
- 189Medchem Molecular Filtering Librarydevelopermedical
- 190Matchms Mass Spectrometry Library Guideagentanalysis
- 191MCP Server Development Guidedevelopercoding
- 192Mixture of Experts Training Guidedevelopercoding
- 193Miles Enterprise RL Training Guidedevelopercoding
- 194Mergekit LLM Model Merging Guidedevelopermachine_learning
- 195Molfeat Molecular Featurization Guidedevelopercoding
- 196Monorepo Architecture Setup Advisoragentcoding
- 197nanoGPT Minimal GPT Training Guidedevelopercoding
- 198Elite Senior Engineer TDD UX Workflowagentcoding
- 199NeMo Guardrails LLM Safety Setupdevelopersafety
- 200Nnsight Remote Model Interpretability Guidedevelopercoding