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 task_types: generate
# PROMPT CATEGORY
- 1501 Conference Paper to Slides Generator researcher writing
- 1502 Phylogenetics Analysis Pipeline agent analysis
- 1503 Polars DataFrame Library Reference agent coding
- 1504 MISP Threat Intelligence Sharing with PyMISP security analyst security
- 1505 PHP Generators Iterators and SPL Expert agent coding
- 1506 Product Naming Branding Consultant general user marketing
- 1507 Product Vision Statement Brainstormer product manager product
- 1508 Puzzle Activity Planner with Generator Links agent planning
- 1509 Payment Integration Specialist Guide agent finance
- 1510 Pydicom DICOM Medical Imaging Guide agent medical
- 1511 Ray Data ML Processing Guide developer coding
- 1512 BitsAndBytes LLM Quantization Workflows developer coding
- 1513 GoPhish Python Phishing Campaign Automation agent security
- 1514 Quantitative Analyst Trading Strategy Backtester agent finance
- 1515 QuTiP Quantum Dynamics Simulator Guide agent physics
- 1516 RDKit Cheminformatics Python Guide agent chemistry
- 1517 Research Refine and Experiment Planning Pipeline agent research
- 1518 Pydantic Multi-Model API Generator developer coding
- 1519 PyLabRobot Multi-Vendor Lab Automation agent operations
- 1520 Trading Portfolio Risk Manager agent finance
- 1521 Cost-Effective Product Marketing Ideas Generator agent marketing
- 1522 Competitive Product Positioning Strategist marketing professional marketing
- 1523 PyDESeq2 RNA-seq Differential Expression Guide analyst analysis
- 1524 Schema Markup Implementation Expert agent marketing
- 1525 ML/AI Theory Rigorous Proof Writer agent writing
- 1526 Impact Risk Assumption Prioritizer agent product
- 1527 React Flow Node Component Creator developer coding
- 1528 Privacy Policy Compliance Generator general user legal
- 1529 Sales Cold Email and Proposal Drafter agent sales
- 1530 Product Strategy Canvas Generator product manager product
- 1531 Product Pricing Strategy Designer executive sales
- 1532 Product Marketing Context Document Creator agent marketing
- 1533 Scikit-Survival Analysis Modeling Guide agent machine_learning
- 1534 Interactive QA GitHub Issue Filer agent operations
- 1535 Throwaway Prototype Builder for Logic or UI agent coding
- 1536 PyHealth Clinical Pipeline Builder agent medical
- 1537 Release Notes from Tickets and Changelogs agent writing
- 1538 Ruby Metaprogramming and Rails Expert developer coding
- 1539 RevOps Lead Lifecycle Optimizer agent sales
- 1540 AI Agent Reasoning Trace Optimizer agent evaluation
- 1541 Scientific Research Ideation Partner scientist research
- 1542 Sprint Retrospective Facilitator agent operations
- 1543 Scanpy scRNA-seq Analysis Workflow agent analysis
- 1544 Segment Anything Model User Guide developer other
- 1545 scVelo RNA Velocity Analysis Workflow agent analysis
- 1546 SEO Competitor Comparison Page Generator writer marketing
- 1547 Security Bluebook Policy Builder agent security
- 1548 SEO Command and Subagent Orchestrator agent marketing
- 1549 SEO SERP Overlap Keyword Clustering agent marketing
- 1550 E-commerce SEO Analysis Commands agent marketing
- 1551 Hreflang SEO Validator and Generator developer marketing
- 1552 Scientific Diagram AI Generator researcher image_generation
- 1553 Exercise Directory Structure Scaffolder agent education
- 1554 Local Business Maps SEO Auditor agent seo
- 1555 SEO Content Brief Generator agent marketing
- 1556 Local SEO Analysis Report Generator analyst marketing
- 1557 Single Page SEO Analyzer agent marketing
- 1558 SEO Backlink Profile Analyzer agent marketing
- 1559 B2B Sales Enablement Collateral Creator agent sales
- 1560 Technical SEO Audit Checklist agent seo
- 1561 Gemini SEO Image Generator agent image_generation
- 1562 Husky Pre-Commit Hooks Setup Guide developer coding
- 1563 SEO Schema Markup Analyzer Generator agent marketing
- 1564 Strategic SEO Planning Framework agent marketing
- 1565 Website Architecture Planning Expert agent planning
- 1566 Social Media Content Strategist agent marketing
- 1567 SXO SERP Analysis Pipeline agent marketing
- 1568 Claude Skill Creator with Slack Sharing agent operations
- 1569 Agent Skill Documentation Template agent other
- 1570 GEO Website Analysis Report Generator marketer marketing
- 1571 Signup Flow CRO Optimizer agent marketing
- 1572 Speculative Decoding for LLM Inference agent coding
- 1573 SimPy Discrete-Event Simulation Guide agent coding
- 1574 Stable Baselines3 RL Training Guide agent coding
- 1575 Stitch Semantic Design System Generator agent creative
- 1576 Stakeholder Power Interest Grid Mapper general user planning
- 1577 Patent Specification Section Writer agent legal
- 1578 Startup Canvas Product Strategist executive product
- 1579 Statsmodels Python Statistical Modeling Guide agent coding
- 1580 Full Output Enforcement for Code Generation agent coding
- 1581 SymPy Symbolic Mathematics Guide agent coding
- 1582 Plan to Vertical Slice Issues agent planning
- 1583 Artifact Theme Selection and Application agent creative
- 1584 SEO Image Audit and Optimization Guide agent seo
- 1585 Threat Modeling Security Expert agent security
- 1586 SEO Sitemap Analyzer and Generator agent marketing
- 1587 System Performance Profiling Assistant agent analysis
- 1588 Natural Language SQL Query Generator analyst coding
- 1589 Conversation Context PRD Synthesizer agent planning
- 1590 Agile User Stories Generator with 3Cs agent product
- 1591 UI/UX Design Intelligence Guide agent product
- 1592 JTBD Value Proposition Designer product manager product
- 1593 UMAP-Learn Dimensionality Reduction Guide developer analysis
- 1594 Advanced TypeScript Type Safety Expert agent coding
- 1595 Value Proposition Statements Generator model marketing
- 1596 DDD Ubiquitous Language Glossary Extractor agent analysis
- 1597 StyleSeed UX Flow Designer agent product
- 1598 StyleSeed UX Feedback States agent product
- 1599 Web Artifacts Builder Instructions agent coding
- 1600 User Story Test Scenario Generator developer testing