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 category: analysis
# PROMPT CATEGORY
- 1 Code Analysis Onboarding Documentation Generator developer analysis
- 2 Project Technical Analysis Reviewer developer analysis
- 3 Comprehensive PHP Codebase Reviewer developer analysis
- 4 GitHub Repository Analyst developer analysis
- 5 Dead-Code Audit Triage and Cleanup Planner developer analysis
- 6 Design Audit JSON to Token Architect developer analysis
- 7 Webpage Design Criteria Reviewer and Improver developer analysis
- 8 Website Performance Audit Optimizer developer analysis
- 9 Design System Drift Auditor developer analysis
- 10 Test Results Analyzer for CI/CD Quality Insights developer analysis
- 11 Next.js UI/UX Architecture Reviewer developer analysis
- 12 iOS App Store Compliance Auditor developer analysis
- 13 WCAG 2.2 Website Accessibility Auditor developer analysis
- 14 Reverse Prompt Engineer for LLM Outputs developer analysis
- 15 .NET Enterprise API Project Analyzer developer analysis
- 16 Code Directory Structure Explainer developer analysis
- 17 Supabase Edge Functions Mobile Performance Auditor developer analysis
- 18 GitHub Repository Best Practices Analyzer developer analysis
- 19 Arboreto Gene Regulatory Network Inference developer analysis
- 20 PyOpenMS Proteomics Analysis Assistant developer analysis
- 21 Pyvene Causal Interventions Guide developer analysis
- 22 TileDB-VCF Genomic Variant Data Handler developer analysis
- 23 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 24 Vaex Large Dataset Analysis Skill developer analysis