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 tags: python
# PROMPT CATEGORY
- 201 LlamaGuard Content Moderation Deployment Guide developer safety
- 202 LaminDB Biological Data Management Assistant agent data_management
- 203 Medchem Molecular Filtering Library developer medical
- 204 Matchms Mass Spectrometry Library Guide agent analysis
- 205 LLM Pruning with Wanda and SparseGPT agent machine_learning
- 206 MCP Server Development Guide developer coding
- 207 Mixture of Experts Training Guide developer coding
- 208 Miles Enterprise RL Training Guide developer coding
- 209 Molfeat Molecular Featurization Guide developer coding
- 210 OpenMM MDAnalysis Molecular Dynamics Workflow agent research
- 211 NetworkX Python Graph Analysis Toolkit agent coding
- 212 nanoGPT Minimal GPT Training Guide developer coding
- 213 OpenAlex Academic Paper Search agent research
- 214 Academic Paper Figure Generator agent research
- 215 NeMo Guardrails LLM Safety Setup developer safety
- 216 Agent Memory Architecture Designer agent planning
- 217 Nnsight Remote Model Interpretability Guide developer coding
- 218 Flash Attention PyTorch Optimization Guide developer coding
- 219 Opentrons Protocol API Writer developer coding
- 220 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 221 NeMo Curator GPU Data Curation Guide developer data_extraction
- 222 DNS Tunneling Detection with Entropy Analysis security analyst security
- 223 PathML Computational Pathology Toolkit agent medical
- 224 SSL/TLS Security Assessment with Sslyze agent security
- 225 SSRF Vulnerability Testing and Reporting Guide agent security
- 226 Supply Chain Attack Simulation Detector agent security
- 227 PennyLane Quantum ML Library Guide developer coding
- 228 Polars-Bio Genomic Interval Operations developer data_extraction
- 229 Phoenix AI Observability Platform Guide developer tool_use
- 230 Hardware Security Module PKCS#11 Integration agent security
- 231 Kubernetes Container Escape Detection Auditor security professional security
- 232 Python PDF Processing Operations Guide agent operations
- 233 NotebookLM Browser Automation Skill agent tool_use
- 234 Phylogenetics Analysis Pipeline agent analysis
- 235 Polars DataFrame Library Reference agent coding
- 236 Privileged Account Discovery Implementation Guide agent security
- 237 MISP Threat Intelligence Sharing with PyMISP security analyst security
- 238 Network Traffic Analysis with TShark agent security
- 239 PPTX File Handling Skill Guide agent operations
- 240 Qdrant Vector Similarity Search Guide agent tool_use
- 241 PyTorch Lightning Training Workflows Guide developer coding
- 242 PufferLib High-Performance RL Assistant agent coding
- 243 PyTDC Drug Discovery Dataset Guide developer medical
- 244 Pydicom DICOM Medical Imaging Guide agent medical
- 245 Pinecone Vector Database Python Guide developer tool_use
- 246 Ray Data ML Processing Guide developer coding
- 247 BitsAndBytes LLM Quantization Workflows developer coding
- 248 Pypict Pairwise Test Generation Skill agent coding
- 249 GoPhish Python Phishing Campaign Automation agent security
- 250 QuTiP Quantum Dynamics Simulator Guide agent physics
- 251 RDKit Cheminformatics Python Guide agent chemistry
- 252 RWKV Architecture Guide with Code Examples developer coding
- 253 Pydantic Multi-Model API Generator developer coding
- 254 PrimeKG Knowledge Graph Query Skill agent medical
- 255 PyLabRobot Multi-Vendor Lab Automation agent operations
- 256 PyOpenMS Proteomics Analysis Assistant developer analysis
- 257 Protocols.io API Integration Guide agent tool_use
- 258 PyDESeq2 RNA-seq Differential Expression Guide analyst analysis
- 259 Pysam Genomic File Operations Guide agent coding
- 260 Scikit-Survival Analysis Modeling Guide agent machine_learning
- 261 PyHealth Clinical Pipeline Builder agent medical
- 262 Prompt Injection Jailbreak Detector developer security
- 263 Ray Train Distributed Training Workflows developer coding
- 264 Seaborn Statistical Visualization Reference agent analysis
- 265 Pyvene Causal Interventions Guide developer analysis
- 266 Exa Scientific Web Search Toolkit agent research
- 267 AI Agent Reasoning Trace Optimizer agent evaluation
- 268 Scanpy scRNA-seq Analysis Workflow agent analysis
- 269 Segment Anything Model User Guide developer other
- 270 scVelo RNA Velocity Analysis Workflow agent analysis
- 271 scikit-bio Bioinformatics Analysis Skill agent analysis
- 272 Semantic Scholar Published Paper Search agent research
- 273 SentencePiece Tokenizer Training Guide developer coding
- 274 Sentence Transformers Embeddings Usage Guide developer coding
- 275 Google SEO API Commands agent marketing
- 276 SGLang LLM Serving Framework Guide developer tool_use
- 277 Rowan Molecular Modeling Python API agent scientific_computing
- 278 Slack GIF Creator Toolkit agent image_generation
- 279 Speculative Decoding for LLM Inference agent coding
- 280 SimPy Discrete-Event Simulation Guide agent coding
- 281 Stable Baselines3 RL Training Guide agent coding
- 282 Stable Diffusion Diffusers Image Generation Guide agent image_generation
- 283 SHAP Model Interpretability Guide agent analysis
- 284 Slime RL Post-Training Framework Guide developer coding
- 285 Statsmodels Python Statistical Modeling Guide agent coding
- 286 TensorRT-LLM Inference Optimization Guide developer coding
- 287 SymPy Symbolic Mathematics Guide agent coding
- 288 SAELens Sparse Autoencoder Training Guide agent research
- 289 Code Change State Machine Tracker agent coding
- 290 System Performance Profiling Assistant agent analysis
- 291 TransformerLens Mechanistic Interpretability Guide developer coding
- 292 TileDB-VCF Genomic Variant Data Handler developer analysis
- 293 Torchforge PyTorch RL Training Guide developer coding
- 294 Hugging Face Transformers Library Guide agent coding
- 295 Statistical Test Selection and APA Reporting analyst analysis
- 296 Agent Tool Design Principles agent tool_use
- 297 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 298 Vaex Large Dataset Analysis Skill developer analysis
- 299 Verl RL Training Guide for LLMs developer coding
- 300 Playwright Local Webapp Testing Scripts agent testing