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
- 1Python Algorithms Instructor for Beginners with ASCII Visualsstudenteducation
- 2Context7 Library Documentation Expertdevelopercoding
- 3Sports Research Lifecycle Assistantstudentresearch
- 4Spanish Python Code Auditor and Refactorermodelcoding
- 5AI Computer Vision Specialist Roadmap Coachstudenteducation
- 6Test Writer-Fixer Agentmodelcoding
- 7PCTCE to GOKHAN-2026 Code Options Querydevelopercoding
- 8MCP Server Builder Guidedevelopertool_use
- 9Scalable Backend Architect Expertdevelopercoding
- 10Claude Skill Creation Guidedevelopertool_use
- 11Expert LLM Prompt Engineer Rolemodelprompt_engineering
- 12Codebase Pattern Skill File Generatormodelanalysis
- 13Claude Code Developer Status Bar Scriptdevelopercoding
- 14CLAUDE.md Repo Generator Updateragentanalysis
- 15Socratic Lens Corpus Analyzermodelanalysis
- 16Sales Prospect Research Methodology and Scriptssales repsales
- 17FastAPI Elasticsearch Multi-Search Project Buildermodelcoding
- 18Cybersecurity Viral Tool Architectdevelopersecurity
- 19Senior Python Code Reviewerdevelopercoding
- 20Lead Data Analyst for Python Dashboard Analysismodelanalysis
- 21Autonomous Research Data Analysis Agentmodelresearch
- 22MoltPass Client for AI Agent Identitiesagentsecurity
- 23Local Documentation Online Sync Automatoragentoperations
- 24Structured Python Production Code Generatordevelopercoding
- 25Antigravity Secure Coding Workflow Rulesmodelcoding
- 26Minimax Music API Generation Agentdevelopercreative
- 27Python Security Code Auditordevelopersecurity
- 28CSV Data Audit and Cleaning Pipelineanalystanalysis
- 29Pytest Unit Test Suite Generatordevelopercoding
- 30ML Missing Values Treatment Pipelineanalystanalysis
- 31Academic Research Writing Assistantstudentresearch
- 32Multi-Layer Data Validation Implementerdevelopersecurity
- 33Software Optimization Auditordevelopercoding
- 34Security Vulnerability Auditor Checklist Generatormodelsecurity
- 35Git Diff Security Auditordevelopersecurity
- 36Repo Workflow AGENTS.md Editoragentworkflow
- 37Polyglot Code Formatter Configuratordevelopercoding
- 38Interview Prep Single-Page App Builderdevelopercoding
- 39DevOps Environment Configuration Specialistdeveloperoperations
- 40Scalable Backend Architect with Checklistsdevelopercoding
- 41Risk-Based Quality Test Strategy Architectdevelopersoftware_testing
- 42Bug Risk Analyst for Code Changesmodelanalysis
- 43Blood Grouping Detection API via Image Processingdevelopercoding
- 44Code Refactoring Expert with Checklistsdevelopercoding
- 45Arcjet AI Endpoint Protection Implementerdevelopersecurity
- 46Audio Routing Automation System Buildergeneral useroperations
- 47Python CAN Simulation for Single ECUdevelopercoding
- 48Python Code Interpreter Simulatormodelcoding
- 49Any-Language-to-Python Code Convertermodelcoding
- 50Python Algo Trading QA Testerdevelopercoding
- 51Customizable Company Web Template Builderdevelopercoding
- 52Lead Data Analyst End-to-End Plannermodelanalysis
- 53Android Updates Menu Python Scriptgeneral usercoding
- 54Pydroid3 Android Updates Checker Scriptdevelopercoding
- 55Deep Copy Implementation Guide for Python Java JSdevelopercoding
- 56Real-Time Flight Tracking Desktop App Builderdevelopercoding
- 57Docker Python Dev Container for VS Codedevelopercoding
- 58Codebase WIKI.md Documentation Generatormodelcoding
- 59Manim Chain Rule Explainer Codegeneral usereducation
- 60Turkish Car Valuation Platform Designeragentproduct
- 61Adaptyv Bio Foundry API Guideagenttool_use
- 62A/B Test Statistical Results Evaluatoranalystanalysis
- 63CLI Agent Manager via Tmux Sessionsagentoperations
- 64Cloud Storage Access Anomaly Detectoranalystsecurity
- 65API Gateway Access Log Attack Analyzeranalystsecurity
- 66Linux Memory Forensics with LiME and Volatilitysecurity analystsecurity
- 67AI File Trust Metadata Auditoragentsecurity
- 68Azure Activity Logs Threat Analyzersecurity analystsecurity
- 69NetFlow Security Anomaly Analyzeranalystsecurity
- 70Office 365 Audit Log Compromise Analyzeranalystsecurity
- 71Malware Sandbox Evasion Techniques Analyzeranalystsecurity
- 72Scapy Network Packet Analysis Guidesecurity analystsecurity
- 73APT TTP Mapping with MITRE Navigatorsecurity analystsecurity
- 74MISP Threat Landscape Analysis Guidesecurity analystsecurity
- 75PowerShell EVTX Script Block Analyzeranalystsecurity
- 76Active Directory ACL Abuse Analyzeragentsecurity
- 77Web Server Log Intrusion Analyzersecurity analystsecurity
- 78AI File Metadata Compliance Auditoragentsecurity
- 79TLS Certificate Transparency Log Analyzersecurity analystsecurity
- 80Tmux CLI Agent Manager Skillagentoperations
- 81Cobalt Strike Malleable C2 Profile Analyzersecurity analystsecurity
- 82Azure AI Transcription Python SDK Guidedevelopercoding
- 83CLI Agent Manager via Tmuxagenttool_use
- 84Azure AI Transcription Python SDKagentcoding
- 85AnnData Python Data Structure Guideagentcoding
- 86Kubernetes Audit Log Security Analyzeranalystsecurity
- 87FastAPI Router Pattern Creatordevelopercoding
- 88FastAPI Router Pattern Creatoragentcoding
- 89LaTeX Academic Paper Format Converteragentcoding
- 90LaTeX Academic Paper Format Converteragentcoding
- 91Pydantic Multi-Model API Contract Creatordevelopercoding
- 92Pypict Pairwise Test Generation Guideagentcoding
- 93Pydantic Multi-Model API Contract Creatordevelopercoding
- 94Technical Code Change Trackeragentcoding
- 95Technical Code Change Trackeragentcoding
- 96arXiv Paper Search Download Summarizeragentresearch
- 97arXiv Paper Search Download and Summarizeragentresearch
- 98AudioCraft Text-to-Music Generation Guideagenttool_use
- 99Astropy Python Astronomy Library Guideagentcoding
- 100Arboreto Gene Regulatory Network Inferencedeveloperanalysis