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 subcategories: semantic_search
# PROMPT CATEGORY
- 1Exa API Semantic Search Skillagenttool_use
- 2Exa API Semantic Search Skillagenttool_use
- 3Vexor Vector Semantic File Search Guideagenttool_use
- 4Vexor Vector Semantic File Searchagenttool_use
- 5Vector Database Engineer Expertagentdata_extraction
- 6Vector Database Engineer Expertagenttool_use
- 7CLIP Model Code Examples and Guidedevelopertool_use
- 8Exa API Semantic Search Skillagentresearch
- 9Qdrant Vector Similarity Search Guideagenttool_use
- 10Sentence Transformers Embeddings Usage Guidedevelopercoding
- 11Vexor Semantic File Search Skillagenttool_use
- 12Vector Database Engineer for RAG Systemsagentcoding