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 use_case_cluster: data_extraction
# PROMPT CATEGORY
- 1 SQL Terminal for Products Users Orders Database developer data_extraction
- 2 AI Data Extraction Organization Tool Developer model data_extraction
- 3 Comic Book Team Uniform Group Portrait Prompt model image_generation
- 4 Vision-to-JSON Image Analyzer model data_extraction
- 5 Model Parameters Table Image to CSV model data_extraction
- 6 Job Posting Snapshot Preservation Engine model data_extraction
- 7 Blood Grouping Detection API via Image Processing developer coding
- 8 Impressionistic Dusk Cityscape Painting Specification model image_generation
- 9 ELV PDF Symbol Counter Skill agent data_extraction
- 10 Xquik X/Twitter API Integration Skill agent tool_use
- 11 RegEx Pattern Generator for Emails Phones URLs developer coding
- 12 Natural Language SQL Query Generator model data_extraction
- 13 Query Verbatim Memory Contents model personal_assistant
- 14 Product Image Selling Points Analyzer model product
- 15 Azure AI Search Query Extractor model data_extraction
- 16 Company Website Data Extractor and PDF Analyzer general user data_extraction
- 17 Detailed Image Analysis JSON Output analyst data_extraction
- 18 Image Visual Style JSON Descriptor general user analysis
- 19 Unofficial Instagram API Designer developer coding
- 20 Mirror Selfie Fitness Woman Analysis model image_generation
- 21 Company Shareholder JSON Extractor model data_extraction
- 22 Natural Language SQL Query Generator model coding
- 23 Vintage Wet Road Lens Flare Photo Prompt model image_generation
- 24 Defuddle CLI Markdown Web Extractor agent data_extraction
- 25 Exa API Semantic Search Skill agent tool_use
- 26 Firecrawl Deep Web Scraper agent data_extraction
- 27 Firecrawl Deep Web Scraper agent data_extraction
- 28 Defuddle CLI Web Content Extractor agent tool_use
- 29 Tavily Web Search Skill Guide agent tool_use
- 30 Tavily Web Search Skill Guide agent research
- 31 Vector Database Engineer Expert agent tool_use
- 32 Vector Database Engineer Expert agent data_extraction
- 33 BGPT Scientific Paper Search Guide agent research
- 34 BioServices Bioinformatics Package Guide agent research
- 35 CELLxGENE Census Single-Cell Data Query agent data_extraction
- 36 DataForSEO Live SEO Data Tools agent marketing
- 37 DepMap Cancer Dependency Data Analyzer agent medical
- 38 FlowIO FCS File Handler agent data_extraction
- 39 Gemini Research Paper Literature Search agent research
- 40 Defuddle CLI Markdown Web Extraction agent data_extraction
- 41 Firecrawl Deep Web Scraper Guide agent tool_use
- 42 Molfeat Molecular Featurization Guide developer coding
- 43 OpenAlex Academic Paper Search agent research
- 44 PyTDC Drug Discovery Dataset Guide developer medical
- 45 Pydicom DICOM Medical Imaging Guide agent medical
- 46 PrimeKG Knowledge Graph Query Skill agent medical
- 47 Pysam Genomic File Operations Guide agent coding
- 48 Exa Scientific Web Search Toolkit agent research
- 49 DataForSEO Live SEO Data Handler agent marketing
- 50 Local Business Maps SEO Auditor agent seo
- 51 Google SEO API Commands agent marketing
- 52 SEO Backlink Profile Analyzer agent marketing
- 53 Firecrawl SEO Site Crawling Commands agent marketing
- 54 Tavily Web Search Skill Guide agent tool_use
- 55 Natural Language SQL Query Generator analyst coding
- 56 TileDB-VCF Genomic Variant Data Handler developer analysis