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 workflow_stage: unknown
# PROMPT CATEGORY
- 201 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 202 NeMo Curator GPU Data Curation Guide developer data_extraction
- 203 PathML Computational Pathology Toolkit agent medical
- 204 PennyLane Quantum ML Library Guide developer coding
- 205 Polars-Bio Genomic Interval Operations developer data_extraction
- 206 Phoenix AI Observability Platform Guide developer tool_use
- 207 Python PDF Processing Operations Guide agent operations
- 208 Prioritization Frameworks Reference Guide agent product
- 209 NotebookLM Browser Automation Skill agent tool_use
- 210 Polars DataFrame Library Reference agent coding
- 211 Paperzilla CLI Command Reference agent research
- 212 PPTX File Handling Skill Guide agent operations
- 213 Qdrant Vector Similarity Search Guide agent tool_use
- 214 PyTorch Lightning Training Workflows Guide developer coding
- 215 PufferLib High-Performance RL Assistant agent coding
- 216 PyTDC Drug Discovery Dataset Guide developer medical
- 217 Pydicom DICOM Medical Imaging Guide agent medical
- 218 Pinecone Vector Database Python Guide developer tool_use
- 219 Ray Data ML Processing Guide developer coding
- 220 BitsAndBytes LLM Quantization Workflows developer coding
- 221 QuTiP Quantum Dynamics Simulator Guide agent physics
- 222 RDKit Cheminformatics Python Guide agent chemistry
- 223 RWKV Architecture Guide with Code Examples developer coding
- 224 LLM Project Pipeline Development Methodology agent planning
- 225 Senior Product Manager Skills Agent agent product
- 226 PyLabRobot Multi-Vendor Lab Automation agent operations
- 227 PyOpenMS Proteomics Analysis Assistant developer analysis
- 228 Protocols.io API Integration Guide agent tool_use
- 229 Pysam Genomic File Operations Guide agent coding
- 230 PyHealth Clinical Pipeline Builder agent medical
- 231 Seaborn Statistical Visualization Reference agent analysis
- 232 Clinical Psychology Philosophy Companion general user personal_assistant
- 233 Pyvene Causal Interventions Guide developer analysis
- 234 RevOps Lead Lifecycle Optimizer agent sales
- 235 Scanpy scRNA-seq Analysis Workflow agent analysis
- 236 scVelo RNA Velocity Analysis Workflow agent analysis
- 237 scikit-bio Bioinformatics Analysis Skill agent analysis
- 238 SentencePiece Tokenizer Training Guide developer coding
- 239 RingCentral Automation Status Guide agent tool_use
- 240 Firecrawl SEO Site Crawling Commands agent marketing
- 241 Documentation to Claude AI Skills Converter agent tool_use
- 242 SGLang LLM Serving Framework Guide developer tool_use
- 243 Rowan Molecular Modeling Python API agent scientific_computing
- 244 Claude Skill Creator with Slack Sharing agent operations
- 245 SkyPilot Multi-Cloud ML Orchestration Guide developer operations
- 246 Speculative Decoding for LLM Inference agent coding
- 247 SimPy Discrete-Event Simulation Guide agent coding
- 248 Stable Baselines3 RL Training Guide agent coding
- 249 Stable Diffusion Diffusers Image Generation Guide agent image_generation
- 250 Subagent-Driven Development Executor agent planning
- 251 Slime RL Post-Training Framework Guide developer coding
- 252 Statsmodels Python Statistical Modeling Guide agent coding
- 253 Claude Superpowers Lab Environment Guide agent other
- 254 TensorRT-LLM Inference Optimization Guide developer coding
- 255 SymPy Symbolic Mathematics Guide agent coding
- 256 Tavily Web Search Skill Guide agent tool_use
- 257 SAELens Sparse Autoencoder Training Guide agent research
- 258 Code Change State Machine Tracker agent coding
- 259 TransformerLens Mechanistic Interpretability Guide developer coding
- 260 Claude Code Model Router with Cost Logging agent tool_use
- 261 TileDB-VCF Genomic Variant Data Handler developer analysis
- 262 Torchforge PyTorch RL Training Guide developer coding
- 263 Hugging Face Transformers Library Guide agent coding
- 264 UI Interface Building Constraints Guide agent product
- 265 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 266 Vaex Large Dataset Analysis Skill developer analysis
- 267 Vexor Semantic File Search Skill agent tool_use
- 268 Secure Environment Variable Management Skill agent security
- 269 Wave Accounting Integration Status agent finance
- 270 Viboscope Psychometric Compatibility Matcher agent personal_assistant
- 271 Verl RL Training Guide for LLMs developer coding
- 272 Whisper Speech Recognition Model Guide developer tool_use
- 273 PyTorch Geometric GNN Implementation Guide agent coding
- 274 Zoho Desk Automation Status agent customer_support
- 275 x402 Express USDC Payment Middleware agent tool_use
- 276 Zarr Python Chunked Arrays Guide agent coding
- 277 XLSX File Creation and Analysis Standards agent data_extraction
- 278 X Twitter Article Publisher Skill agent marketing