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 risk_level: low
# PROMPT CATEGORY
- 2001 AI Agent Reasoning Trace Optimizer agent evaluation
- 2002 End-to-End Autonomous Research Pipeline agent research
- 2003 Scientific Research Ideation Partner scientist research
- 2004 Sprint Retrospective Facilitator agent operations
- 2005 SEO Site Audit Expert agent marketing
- 2006 Scanpy scRNA-seq Analysis Workflow agent analysis
- 2007 Segment Anything Model User Guide developer other
- 2008 Code Review Subagent Dispatcher agent coding
- 2009 scVelo RNA Velocity Analysis Workflow agent analysis
- 2010 scikit-bio Bioinformatics Analysis Skill agent analysis
- 2011 Semantic Scholar Published Paper Search agent research
- 2012 SEO Competitor Comparison Page Generator writer marketing
- 2013 User Feedback Sentiment Segment Analyzer agent analysis
- 2014 SEO Command and Subagent Orchestrator agent marketing
- 2015 SEO SERP Overlap Keyword Clustering agent marketing
- 2016 E-commerce SEO Analysis Commands agent marketing
- 2017 SentencePiece Tokenizer Training Guide developer coding
- 2018 Sentence Transformers Embeddings Usage Guide developer coding
- 2019 Hreflang SEO Validator and Generator developer marketing
- 2020 DataForSEO Live SEO Data Handler agent marketing
- 2021 Scientific Diagram AI Generator researcher image_generation
- 2022 Exercise Directory Structure Scaffolder agent education
- 2023 Local Business Maps SEO Auditor agent seo
- 2024 FLOW SEO Framework Orchestrator agent marketing
- 2025 SEO Content E-E-A-T Quality Analyzer agent analysis
- 2026 SEO Content Brief Generator agent marketing
- 2027 RingCentral Automation Status Guide agent tool_use
- 2028 Local SEO Analysis Report Generator analyst marketing
- 2029 Single Page SEO Analyzer agent marketing
- 2030 SEO Backlink Profile Analyzer agent marketing
- 2031 Firecrawl SEO Site Crawling Commands agent marketing
- 2032 B2B Sales Enablement Collateral Creator agent sales
- 2033 SEO Drift Baseline Comparison Commands agent marketing
- 2034 Technical SEO Audit Checklist agent seo
- 2035 Gemini SEO Image Generator agent image_generation
- 2036 Husky Pre-Commit Hooks Setup Guide developer coding
- 2037 SEO Schema Markup Analyzer Generator agent marketing
- 2038 Documentation to Claude AI Skills Converter agent tool_use
- 2039 SGLang LLM Serving Framework Guide developer tool_use
- 2040 Strategic SEO Planning Framework agent marketing
- 2041 Rowan Molecular Modeling Python API agent scientific_computing
- 2042 Repo Agent Skills Configuration Setup agent operations
- 2043 SimPO Preference Optimization Training Guide developer machine_learning
- 2044 Skill Seekers Knowledge Source Skill Builder agent tool_use
- 2045 Slack GIF Creator Toolkit agent image_generation
- 2046 Website Architecture Planning Expert agent planning
- 2047 Social Media Content Strategist agent marketing
- 2048 SXO SERP Analysis Pipeline agent marketing
- 2049 Claude Skill Creator with Slack Sharing agent operations
- 2050 SkyPilot Multi-Cloud ML Orchestration Guide developer operations
- 2051 Agent Skill Documentation Template agent other
- 2052 GEO Website Analysis Report Generator marketer marketing
- 2053 Signup Flow CRO Optimizer agent marketing
- 2054 Speculative Decoding for LLM Inference agent coding
- 2055 SimPy Discrete-Event Simulation Guide agent coding
- 2056 Agile Sprint Capacity Planner project manager planning
- 2057 Stable Baselines3 RL Training Guide agent coding
- 2058 Stitch Semantic Design System Generator agent creative
- 2059 Stakeholder Power Interest Grid Mapper general user planning
- 2060 RSVP Speed Reader Launcher agent tool_use
- 2061 Structured Meeting Summary Generator agent summarization
- 2062 Stable Diffusion Diffusers Image Generation Guide agent image_generation
- 2063 Subagent-Driven Development Executor agent planning
- 2064 SHAP Model Interpretability Guide agent analysis
- 2065 Customer Interview JTBD Summary Generator agent research
- 2066 Slime RL Post-Training Framework Guide developer coding
- 2067 Startup Canvas Product Strategist executive product
- 2068 Systematic Debugging Process Guide agent coding
- 2069 Statsmodels Python Statistical Modeling Guide agent coding
- 2070 Knowledge Source to AI Skill Builder agent tool_use
- 2071 Claude Superpowers Lab Environment Guide agent other
- 2072 Full Output Enforcement for Code Generation agent coding
- 2073 TensorRT-LLM Inference Optimization Guide developer coding
- 2074 SymPy Symbolic Mathematics Guide agent coding
- 2075 Tavily Web Search Skill Guide agent tool_use
- 2076 Plan to Vertical Slice Issues agent planning
- 2077 Programmatic SEO Analysis Planner analyst marketing
- 2078 Product SWOT Analysis Generator agent analysis
- 2079 SAELens Sparse Autoencoder Training Guide agent research
- 2080 Artifact Theme Selection and Application agent creative
- 2081 Code Change State Machine Tracker agent coding
- 2082 SEO Image Audit and Optimization Guide agent seo
- 2083 SEO Sitemap Analyzer and Generator agent marketing
- 2084 Test-Driven Development Workflow Rules agent coding
- 2085 TDD Red-Green-Refactor Workflow Guide agent coding
- 2086 TransformerLens Mechanistic Interpretability Guide developer coding
- 2087 Claude Code Model Router with Cost Logging agent tool_use
- 2088 Natural Language SQL Query Generator analyst coding
- 2089 Service Mesh Architecture Expert agent operations
- 2090 TileDB-VCF Genomic Variant Data Handler developer analysis
- 2091 Codex Training Metrics Monitor agent operations
- 2092 Agile User Stories Generator with 3Cs agent product
- 2093 Torchforge PyTorch RL Training Guide developer coding
- 2094 Hugging Face Transformers Library Guide agent coding
- 2095 Issue Triage State Machine agent operations
- 2096 Statistical Test Selection and APA Reporting analyst analysis
- 2097 UI/UX Design Intelligence Guide agent product
- 2098 Git Worktree Isolated Workspace Setup agent operations
- 2099 JTBD Value Proposition Designer product manager product
- 2100 Agent Tool Design Principles agent tool_use