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 FROM YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. One tool: search_prompts — query, filter, and sort the same way you do here.
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: markdown
# PROMPT CATEGORY
- 1PDF to GitHub Markdown Convertermodeldata_extraction
- 2AI Context Preservation Artifact Generatormodelworkflow
- 3VSCode CodeTour File Expertdevelopercoding
- 4Codebase Onboarding Guide Generatordevelopercoding
- 5German-Sorani Kurdish Translatormodeltranslation
- 6Incident Postmortem Markdown Report Generatormodelanalysis
- 7App Change Implementation Plan Draftermodelplanning
- 8Code Analysis Onboarding Documentation Generatordeveloperanalysis
- 9Conventional Git Commit Guidelines for AImodelcoding
- 10AI Prompt Architect for GPT Claude Geminimodelwriting
- 11Chat Transcript Exporter with Reversalmodeldata_extraction
- 12Distributed Software Architecture Sparring Partnerdevelopercoding
- 13Markdown Task Implementer with Checkboxesmodelpersonal_assistant
- 14Universal Context Document Generator for AI Sessionsdeveloperwriting
- 15Pragmatic Architect Tech Blog Personadeveloperwriting
- 16Strict Markdown Fenced Response Formattermodelother
- 17Strict Full-Stack Engineer Repo Rulesmodelcoding
- 18Claude Skill Creation Guidedevelopertool_use
- 19Kubernetes Docker RPG Learning Enginemodeleducation
- 20Weekly TV Premieres & Streaming Movies Listergeneral userresearch
- 21Folder Secrets Extractor and Notes Organizeragentdata_extraction
- 22Codebase Pattern Skill File Generatormodelanalysis
- 23Curated Compendium of Cuckold BNWO Websitesanalystresearch
- 24Local SMB Lead Generator and SEO Auditormodelsales
- 25Universal Job Fit Evaluatorgeneral userhr
- 26Company URL Account Research Report Generatormodelresearch
- 27Project Documentation Files Generatoragentdocumentation
- 28CLAUDE.md Repo Generator Updateragentanalysis
- 29Structured Autonomy Implementation Agentagentcoding
- 30Structured Development Plan Outlineragentplanning
- 31Industry Market Trends Report Generatormodelresearch
- 32Claude Prompt Engineering Expert Skilldevelopereducation
- 33Weekly Major Sports Events Summarizermodelpersonal_assistant
- 34Academic Research Brainstorm and Improvement Analyzeranalystresearch
- 35PR Implementation Plan Generatoragentplanning
- 36PMP Agile Fail-Proof Project Plan Generatormodelplanning
- 37CLAUDE.md File Generator for AI Codersdevelopercoding
- 38Feynman-Style Topic Mastery Educatorstudenteducation
- 39Gathering Planner Interview Assistantmodelplanning
- 40LinkedIn JSON to Canonical Markdown Profile Generatormodeldata_extraction
- 41Autonomous Research Data Analysis Agentmodelresearch
- 42Local Documentation Online Sync Automatoragentoperations
- 43Resume Green Flag Quality Reviewergeneral userhr
- 44SEO Blog Post Ghostwriterwriterwriting
- 45CSV Data Audit and Cleaning Pipelineanalystanalysis
- 46Iterative AI Robotics Technical Blog Writerwriterwriting
- 47Job Posting Snapshot Preservation Enginemodeldata_extraction
- 48Dead-Code Audit Triage and Cleanup Plannerdeveloperanalysis
- 49FORME.md Codebase Update Documenterdevelopercoding
- 50Web Page Redesign Plan Generatordeveloperplanning
- 51Plain-Language Project FORME.md Generatorexecutivewriting
- 52Website Performance Audit Optimizerdeveloperanalysis
- 53Web Launch Readiness Checklist Generatordeveloperoperations
- 54Deep Learning Loop Knowledge Mentormodeleducation
- 55Project Space Text Extraction Operatormodeldata_extraction
- 56PROGRESS.md Manager for Agentic Codingagentcoding
- 57CLAUDE.md Design System Reference Compilermodeldocumentation
- 58REST GraphQL gRPC API Designerdeveloperapi_design
- 59Design System Drift Auditordeveloperanalysis
- 60PostgreSQL R2 Backup Restore Pipeline Implementermodeloperations
- 61Software System Architecture Designerdeveloperplanning
- 62Documentation Maintainer with Task Checklistsdeveloperwriting
- 63Multi-Layer Data Validation Implementerdevelopersecurity
- 64Design System Component Spec Generatormodelcoding
- 65Software Optimization Auditordevelopercoding
- 66Database Schema Architectdevelopercoding
- 67API Performance Load Chaos Testing Expertdeveloperoperations
- 68WCAG Web Accessibility Auditordeveloperevaluation
- 69Security Vulnerability Auditor Checklist Generatormodelsecurity
- 70Senior Frontend Task Checklist Architectdevelopercoding
- 71Test Results Analyzer for CI/CD Quality Insightsdeveloperanalysis
- 72UI Component Library Architectdevelopercoding
- 73DevOps CI/CD Automation Pipeline Architectdeveloperoperations
- 74Git Diff Security Auditordevelopersecurity
- 75Repo Workflow AGENTS.md Editoragentworkflow
- 76Comprehensive Test Suite Engineerdevelopercoding
- 77Faker.js Mock Data Generatordevelopertesting
- 78Multi-Layer Caching Architecture Designerdevelopercoding
- 79Polyglot Code Formatter Configuratordevelopercoding
- 80Git Workflow Expert Task Managerdevelopercoding
- 81DevOps Environment Configuration Specialistdeveloperoperations
- 82Scalable Backend Architect with Checklistsdevelopercoding
- 83Risk-Based Quality Test Strategy Architectdevelopersoftware_testing
- 84SEO Content Optimization Workflow Expertgeneral usermarketing
- 85Legal Policies Drafter with Web Routesdeveloperlegal
- 86Comprehensive SEO Audit Checklist Generatormodelmarketing
- 87Task-Oriented Code Review Expertmodelcoding
- 88Repository Codebase Indexer Generatormodelanalysis
- 89TypeScript Type System Architectdevelopercoding
- 90Visual Media Cinematic Forensics Analyzermodelanalysis
- 91Software Tool Evaluator with Checklistsdeveloperevaluation
- 92Rapid MVP Prototype Plannermodelsoftware_engineering
- 93Product PRD and Development Roadmap Plannermodelproduct
- 94Error Handling Logging Resilience Specialistdevelopercoding
- 95Post-Implementation Software Self-Audit Generatormodeloperations
- 96Deep Research Agent Orchestratormodelresearch
- 97Structured Code Security and Quality Reviewerdevelopercoding
- 98POSIX Shell Script Developer with Checklistsdevelopercoding
- 99DevOps Dependency Manager and Auditordeveloperoperations
- 100Institutional Stock Deep Analysis Frameworkgeneral userfinance