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 workflow_stage: analysis
# PROMPT CATEGORY
- 401 Product Launch Pre-Mortem Risk Analyzer agent product
- 402 Porter's Five Forces Industry Analyzer agent analysis
- 403 Kubernetes Container Escape Detection Auditor security professional security
- 404 PESTLE Macro Environment Analyst agent analysis
- 405 Phase-Gated Debugging Protocol Enforcer agent coding
- 406 Phylogenetics Analysis Pipeline agent analysis
- 407 Privileged Account Discovery Implementation Guide agent security
- 408 Programmatic SEO Strategy Advisor agent marketing
- 409 Product Feature Backlog Prioritizer agent product
- 410 Network Traffic Analysis with TShark agent security
- 411 SaaS Pricing Strategy Advisor agent sales
- 412 Quantitative Analyst Trading Strategy Backtester agent finance
- 413 Experiment Results Claim Evaluation Gate agent evaluation
- 414 PrimeKG Knowledge Graph Query Skill agent medical
- 415 Trading Portfolio Risk Manager agent finance
- 416 PyDESeq2 RNA-seq Differential Expression Guide analyst analysis
- 417 Impact Risk Assumption Prioritizer agent product
- 418 Patent Prior Art Search Workflow agent legal
- 419 Product Pricing Strategy Designer executive sales
- 420 Scikit-Survival Analysis Modeling Guide agent machine_learning
- 421 AI Agent Reasoning Trace Optimizer agent evaluation
- 422 SEO Site Audit Expert agent marketing
- 423 User Feedback Sentiment Segment Analyzer agent analysis
- 424 SEO Command and Subagent Orchestrator agent marketing
- 425 SEO SERP Overlap Keyword Clustering agent marketing
- 426 E-commerce SEO Analysis Commands agent marketing
- 427 Local Business Maps SEO Auditor agent seo
- 428 SEO Content E-E-A-T Quality Analyzer agent analysis
- 429 Local SEO Analysis Report Generator analyst marketing
- 430 Single Page SEO Analyzer agent marketing
- 431 SEO Backlink Profile Analyzer agent marketing
- 432 SEO Drift Baseline Comparison Commands agent marketing
- 433 Technical SEO Audit Checklist agent seo
- 434 SEO Schema Markup Analyzer Generator agent marketing
- 435 SXO SERP Analysis Pipeline agent marketing
- 436 GEO Website Analysis Report Generator marketer marketing
- 437 Signup Flow CRO Optimizer agent marketing
- 438 Stakeholder Power Interest Grid Mapper general user planning
- 439 SHAP Model Interpretability Guide agent analysis
- 440 Systematic Debugging Process Guide agent coding
- 441 Programmatic SEO Analysis Planner analyst marketing
- 442 Product SWOT Analysis Generator agent analysis
- 443 Supply Chain Dependency Risk Auditor agent security
- 444 SEO Image Audit and Optimization Guide agent seo
- 445 Threat Modeling Security Expert agent security
- 446 SEO Sitemap Analyzer and Generator agent marketing
- 447 System Performance Profiling Assistant agent analysis
- 448 Service Mesh Architecture Expert agent operations
- 449 Codex Training Metrics Monitor agent operations
- 450 Issue Triage State Machine agent operations
- 451 Statistical Test Selection and APA Reporting analyst analysis
- 452 Agent Tool Design Principles agent tool_use
- 453 Behavioral User Segmentation Analyst agent analysis
- 454 UX/UI Principles Agent Skills agent evaluation
- 455 What-If Scenario Analysis Oracle agent planning
- 456 Codebase Architecture Deep Analyzer agent analysis
- 457 Codebase Wiki Question Answering agent analysis
- 458 Code Zoom-Out Module Mapper agent coding