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 FROM YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. One tool: search_prompts — query, filter, and sort the same way you do here.
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: document_processing
# PROMPT CATEGORY
- 1PDF to GitHub Markdown Convertermodeldata_extraction
- 2AI Context Preservation Artifact Generatormodelworkflow
- 3APA 7th Literature Review Formatter for Retos-Españawriterwriting
- 4German-Sorani Kurdish Translatormodeltranslation
- 5Concise Article Summarizermodelsummarization
- 6Bilingual English-Chinese Text Editorwriterwriting
- 7Chat Transcript Exporter with Reversalmodeldata_extraction
- 8Markdown Task Implementer with Checkboxesmodelpersonal_assistant
- 9Folder Secrets Extractor and Notes Organizeragentdata_extraction
- 10CLAUDE.md Repo Generator Updateragentanalysis
- 11ATS Resume Scanner Simulatorhrhr
- 12LinkedIn JSON to Canonical Markdown Profile Generatormodeldata_extraction
- 13Chinese to English Translation Expertmodeltranslation
- 14Resume Green Flag Quality Reviewergeneral userhr
- 15Document Claim Verifier with Quotesmodeldata_extraction
- 16FORME.md Codebase Update Documenterdevelopercoding
- 17Technical Academic Paper Revieweranalystanalysis
- 18Project Space Text Extraction Operatormodeldata_extraction
- 19PROGRESS.md Manager for Agentic Codingagentcoding
- 20CLAUDE.md Design System Reference Compilermodeldocumentation
- 21Scientific Text Outline Extractormodelwriting
- 22Chat History Sentiment and Theme Summarizergeneral useranalysis
- 23Freelancer Legal Contract Generator Builderdeveloperlegal
- 24ATS-Friendly Resume Refinergeneral userhr
- 25English-to-Modern Standard Arabic Document Translatormodeltranslation
- 2610 Specialized Proofreading Prompt Templateswriterwriting
- 27Otter.ai Transcript to Notion Page Generatorgeneral usersummarization
- 28Text Proofreader for Errors and Improvementsmodelwriting
- 29Android to ReactJS Resume Bullet Mapperdeveloperwriting
- 30YouTube Video Analyst with Timestampsgeneral useranalysis
- 31Clarity Conciseness Text Rewritermodelwriting
- 32PDF.js Web PDF Viewer Builderdevelopercoding
- 33BibTeX Academic Reference Converterstudentresearch
- 34JavaScript Text Analysis Tool Buildermodelcoding
- 35Visual Clutter Text Cleanermodeldata_extraction
- 36Content Review and Correction Specialistmodelanalysis
- 37PDF-to-MATLAB Theory and Code Assistantstudentcoding
- 38Webpage Parser with Embed Handling and Translationmodeldata_extraction
- 39Calculator Content Folder Integratoragentoperations
- 40Article Summarizer and Insights Expertmodelsummarization
- 41Academic Text Refinement Assistantwriterwriting
- 42Academic Paper Wordiness Editorwriterwriting
- 43Meeting Transcript Summarizer and Action Extractormodelsummarization
- 44French Banking Regulatory Text Reformulatoranalystwriting
- 45Job Application Cleaner for AI Parsingmodelhr
- 46Concise Complex Text Summarizermodelsummarization
- 47Node.js Czech Invoice PDF Generatordevelopercoding
- 48Configurable Article Summarizermodelsummarization
- 49Word Document Project Module Analyzergeneral userplanning
- 50ERP Report Semantic Intent Analyzermodelanalysis
- 51AlphaXiv arXiv Paper Lookup Workflowagentresearch
- 52AI File Trust Metadata Auditoragentsecurity
- 53AI File Metadata Compliance Auditoragentsecurity
- 54AKF AI File Metadata Auditoragenttool_use
- 55AnnData Python Data Structure Guideagentcoding
- 56Technology Law Legal Document Drafteragentlegal
- 57LaTeX Academic Paper Format Converteragentcoding
- 58Technology Privacy Policy Legal Drafteragentlegal
- 59LaTeX Academic Paper Format Converteragentcoding
- 60Documentation to Claude AI Skill Converteragenttool_use
- 61Documentation to Claude AI Skills Converteragenttool_use
- 62Codebase Wiki Catalogue and Onboarding Guide Generatoragentwriting
- 63Codebase Wiki Catalogue Architectagentwriting
- 64Codebase Evidence Wiki QA Responderagentcoding
- 65ARA Research Artifact Compileragentresearch
- 66arXiv Paper Search Download and Summarizeragentresearch
- 67Jurisdiction-Specific Patent Filing Compileragentlegal
- 68Patent Embodiment Description Writeragentlegal
- 69AlphaXiv Single-Paper Lookup and Summarizeragentresearch
- 70DeepXiv Paper Search & Progressive Readingagentresearch
- 71LaTeX Paper PDF Compileragentwriting
- 72Patent Prior Art Search Workflowagentlegal
- 73Multi-Round Patent Examiner Review Workflowagentlegal
- 74Patent Invention Disclosure Structureragentlegal
- 75Patent Specification Section Writeragentlegal
- 76Patent Figure Description and Numeral Generatoragentlegal
- 77Multi-Jurisdiction Patent Claims Drafteragentlegal
- 78Multi-Jurisdiction Patent Claims Drafteragentlegal
- 79Conductor Project Artifacts Validatoragentoperations
- 80DOCX Document Creation Editing Guideagentoperations
- 81DeepXiv Academic Paper Search Workflowagentresearch
- 82NDA Drafting Legal Document Specialistgeneral userlegal
- 83DHDNA Cognitive Pattern Profileragentanalysis
- 84Histolab WSI Tile Extraction Guidedevelopermedical
- 85Patent Invention Disclosure Structureragentlegal
- 86Multi-Jurisdiction Patent Filing Formatteragentlegal
- 87Technology Law Privacy Policy Drafteragentlegal
- 88Grammar Logic Flow Text Reviewermodelwriting
- 89Gtars Genomic Interval Toolkit Guideagentanalysis
- 90Patent Figure Descriptions and Numeral Index Generatoragentlegal
- 91Gget Bioinformatics Database Query Guideagentresearch
- 92LaTeX Academic Paper Format Converteragentcoding
- 93Multi-Round Patent Examiner Reviewagentlegal
- 94LaTeX Paper PDF Compileragentcoding
- 95Scientific Manuscript Peer Revieweragentevaluation
- 96Obsidian Vault Note Manageragentpersonal_assistant
- 97PathML Computational Pathology Toolkitagentmedical
- 98Overleaf Git Bridge Two-Way Syncagentwriting
- 99Python PDF Processing Operations Guideagentoperations
- 100Paperzilla CLI Command Referenceagentresearch