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.
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http). Use search_prompts to search the library. For prompt_type=skill results, use list_skill_files to inspect the folder, read_skill_file to load SKILL.md or references, and get_skill_download to get the ZIP URL.
OPTION B — JSON CONFIG manual setup
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
}Browse by category
PROMPTS LIBRARY
- 1Vibe Coding Master App Developermodelcoding
- 2AI Engineer for ML Integration and Deploymentmodelcoding
- 3LLM Prompt Generator Buildermodelwriting
- 4Beginner LLM Guidebook Authormodeleducation
- 5Expert LLM Prompt Engineer Rolemodelprompt_engineering
- 6Arabic AI Prompt Analyzer and Optimizermodelanalysis
- 7Turvivo.com SEO and LLM Visibility Analyzerexecutiveanalysis
- 8LLM Research Paper Analyzermodelresearch
- 9LLM Security Vulnerability Analyzerdevelopersecurity
- 10Reverse Prompt Engineer for LLM Outputsdeveloperanalysis
- 11Senior AI Prompt Engineer Optimizermodelpersonal_assistant
- 12SwiftUI User-Preference Localization Architecturedevelopercoding
- 13LLM Explanation and Usage Educatorgeneral usereducation
- 14Advanced LLM-as-Judge Evaluationagentevaluation
- 15Autonomous LLM Research Review Loopagentresearch
- 16AWQ LLM Quantization Guidedevelopercoding
- 17Autonomous LLM Research Review Loopagentresearch
- 18Context Degradation Pattern Diagnoseragentevaluation
- 19HQQ LLM Quantization Guidedevelopercoding
- 20LangChain Agents RAG and Tools Guidedevelopercoding
- 21GPTQ LLM 4-Bit Quantization Guidedevelopercoding
- 22LLM Knowledge Distillation Implementation Guidedevelopercoding
- 23Hypogenic Hypothesis Generation Frameworkagentresearch
- 24LangSmith LLM Observability Guidedeveloperevaluation
- 25LLM Pruning with Wanda and SparseGPTagentmachine_learning
- 26NeMo Guardrails LLM Safety Setupdevelopersafety
- 27Phoenix AI Observability Platform Guidedevelopertool_use
- 28LLM Project Pipeline Development Methodologyagentplanning
- 29SGLang LLM Serving Framework Guidedevelopertool_use
- 30SimPO Preference Optimization Training Guidedevelopermachine_learning
- 31TensorRT-LLM Inference Optimization Guidedevelopercoding