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 workflow_stage: review
# PROMPT CATEGORY
- 1AI Writing Tutor for Thesis Editingstudentwriting
- 2Scientific Journal Paper Revieweranalystresearch
- 3APA 7th Literature Review Formatter for Retos-Españawriterwriting
- 4Spanish Python Code Auditor and Refactorermodelcoding
- 5UiPath XAML Code Review Specialistdevelopercoding
- 6Distributed Software Architecture Sparring Partnerdevelopercoding
- 7Job Application Resume Reviewerhrhr
- 8Comprehensive Final Review Checklist Assessoragentevaluation
- 9Senior Software Engineer Code Copilotdevelopercoding
- 10Comprehensive PHP Codebase Reviewerdeveloperanalysis
- 11Comprehensive TypeScript Codebase Reviewerdevelopercoding
- 12JavaScript Code Review Expertdevelopercoding
- 13Code Improvement and Refactoring Suggesterdevelopercoding
- 14PhD Scientific Paper Editing Assistantstudentwriting
- 15Code Recon Source Code Auditormodelcoding
- 16Customizable Code Review Specialistdevelopercoding
- 17Turkish Principal Code Architecture Reviewerdevelopercoding
- 18Senior Python Code Reviewerdevelopercoding
- 19Resume Green Flag Quality Reviewergeneral userhr
- 20Antigravity Secure Coding Workflow Rulesmodelcoding
- 21Python Security Code Auditordevelopersecurity
- 22prompts.chat Project Taste Guidelinesdevelopercoding
- 23Professional Writing Critique Advisorwriterwriting
- 24Next.js Best Practices Guidelinesdevelopercoding
- 25Code Review Specialistmodelcoding
- 26Webpage Design Criteria Reviewer and Improverdeveloperanalysis
- 27SaaS Dashboard Backend Security Auditormodelsecurity
- 28Web UI QA Audit Specialistmodelevaluation
- 29Repository Security Architecture Audit Frameworkmodelsecurity
- 30Entropy MDPI Journal Peer Reviewermodelevaluation
- 31WCAG Web Accessibility Auditordeveloperevaluation
- 32Security Vulnerability Auditor Checklist Generatormodelsecurity
- 33Pool Financing Social Media Content Reviewermodelmarketing
- 34Git Diff Security Auditordevelopersecurity
- 35Task-Oriented Code Review Expertmodelcoding
- 36Java Data Access Best Practices Checklistdevelopercoding
- 37Forensic UI Design Systems Auditormodelanalysis
- 38Post-Implementation Software Self-Audit Generatormodeloperations
- 39Structured Code Security and Quality Reviewerdevelopercoding
- 40Next.js UI/UX Architecture Reviewerdeveloperanalysis
- 41iOS App Store Compliance Auditordeveloperanalysis
- 42Terraform Module Design Expertdevelopercoding
- 43App Code Reviewer for Security Localization Simplificationdevelopercoding
- 44Bug Risk Analyst for Code Changesmodelanalysis
- 45Astro v6 Strict Architecture Rulesdevelopercoding
- 46Honest Big Brother Project Mirrorgeneral userpersonal_assistant
- 47Travel Website SEO UX CRO Auditormodelanalysis
- 48Iterative App Improvement Analystdevelopercoding
- 49Web App Security Vulnerability Reviewermodelsecurity
- 50Karpathy LLM Coding Guidelinesmodelcoding
- 51Turkish Financial Report Compliance Auditormodelfinance
- 52Professional Code Review Expertdevelopercoding
- 53Prompt Quality Audit Engineermodelevaluation
- 54Multi-Language Code Reviewerdevelopercoding
- 55WCAG 2.2 Website Accessibility Auditordeveloperanalysis
- 56Text Proofreader for Errors and Improvementsmodelwriting
- 57React JavaScript Code Reviewerdevelopercoding
- 58Expert Code Review Agentdevelopercoding
- 59Content Review and Correction Specialistmodelanalysis
- 60Python Algo Trading QA Testerdevelopercoding
- 61CTI Analyst for Cybersecurity Project Revisionsanalystsecurity
- 62Academic Research Paper Evaluatoranalystevaluation
- 63Git Diff Code Review Analyzerdevelopercoding
- 64Pull Request Security Reviewerdevelopercoding
- 65Production Readiness Project Evaluatorexecutiveevaluation
- 66Code Review Assistant for Errors and Optimizationsdevelopercoding
- 67Computer Science PhD Thesis Evaluatormodeleducation
- 68Brutal Text Criticism Roastergeneral useranalysis
- 69French Banking Regulatory Text Reformulatoranalystwriting
- 70Resume Reviewer for Job Openingsgeneral userhr
- 71iOS App Store Submission Validatordeveloperevaluation
- 72AI Safety Resume Reviewer for Anthropic Fellowsmodelhr
- 73Bug Discovery Code Analyzerdevelopercoding
- 74Course Assignment Grader with Rubrics and Testsmodeleducation
- 75Code Review Expert for Quality and Securitydevelopercoding
- 76Code Review Specialist for Quality and Securitymodelcoding
- 77Web App Source Code Pentest Report Generatormodelsecurity
- 78GitHub Repository Best Practices Analyzerdeveloperanalysis
- 79AI Writing Patterns Audit and Rewriteagentwriting
- 80AI Writing Patterns Auditor and Rewriteragentwriting
- 81Codex AI Code Review with Changelogdevelopercoding
- 82Codex AI Code Review with Changelogdevelopercoding
- 83FDA MedTech Compliance Auditoragentmedical
- 84Security Audit Fix Verifieragentsecurity
- 85Security Audit Fix Revieweragentsecurity
- 86FDA MedTech Compliance Auditoragentmedical
- 87Bitcoin Lightning Network Protocol Revieweragentanalysis
- 88Bitcoin Lightning Network Design Revieweragentanalysis
- 89Nielsen Heuristics Mobile UX Auditoragentevaluation
- 90Web Interface Guidelines File Revieweragentcoding
- 91Web Interface Guidelines Compliance Revieweragentcoding
- 92ARA Level 2 Epistemic Rigor Reviewermodelevaluation
- 93Research Session Provenance Recorderagentresearch
- 94Codex ML Research Review Workflowagentresearch
- 95Multi-Round Patent Examiner Review Workflowagentlegal
- 96Codex MCP ML Research Revieweragentresearch
- 97AI Writing Patterns Audit and Rewriteagentwriting
- 98Autonomous Research Review Improvement Loopagentresearch
- 99Codex AI Code Review and Changelog Generatordevelopercoding
- 100Marketing Copy Seven-Sweeps Editoragentwriting