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
- 301 PEFT LoRA QLoRA LLM Fine-Tuning Guide developer coding
- 302 NeMo Curator GPU Data Curation Guide developer data_extraction
- 303 PennyLane Quantum ML Library Guide developer coding
- 304 Polars-Bio Genomic Interval Operations developer data_extraction
- 305 Phoenix AI Observability Platform Guide developer tool_use
- 306 PyTorch Lightning Training Workflows Guide developer coding
- 307 Pinecone Vector Database Python Guide developer tool_use
- 308 Ray Data ML Processing Guide developer coding
- 309 BitsAndBytes LLM Quantization Workflows developer coding
- 310 RWKV Architecture Guide with Code Examples developer coding
- 311 Pydantic Multi-Model API Generator developer coding
- 312 PyOpenMS Proteomics Analysis Assistant developer analysis
- 313 React Flow Node Component Creator developer coding
- 314 Prompt Injection Jailbreak Detector developer security
- 315 Ray Train Distributed Training Workflows developer coding
- 316 Pyvene Causal Interventions Guide developer analysis
- 317 Ruby Metaprogramming and Rails Expert developer coding
- 318 Segment Anything Model User Guide developer other
- 319 SentencePiece Tokenizer Training Guide developer coding
- 320 Sentence Transformers Embeddings Usage Guide developer coding
- 321 Hreflang SEO Validator and Generator developer marketing
- 322 Husky Pre-Commit Hooks Setup Guide developer coding
- 323 SGLang LLM Serving Framework Guide developer tool_use
- 324 SimPO Preference Optimization Training Guide developer machine_learning
- 325 SkyPilot Multi-Cloud ML Orchestration Guide developer operations
- 326 Slime RL Post-Training Framework Guide developer coding
- 327 TensorRT-LLM Inference Optimization Guide developer coding
- 328 TransformerLens Mechanistic Interpretability Guide developer coding
- 329 TileDB-VCF Genomic Variant Data Handler developer analysis
- 330 Torchforge PyTorch RL Training Guide developer coding
- 331 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 332 Vaex Large Dataset Analysis Skill developer analysis
- 333 Verl RL Training Guide for LLMs developer coding
- 334 User Story Test Scenario Generator developer testing
- 335 Whisper Speech Recognition Model Guide developer tool_use
- 336 Zustand TypeScript Store Generator developer coding