# Qdrant | API Reference

## Instructions for AI Agents

- For clean Markdown of any page, append `.md` to the page URL
- For section-specific indexes, append `/llms.txt` to any section URL
- For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://api.qdrant.tech/_mcp/server

## Versions

- [v1.18.x](https://api.qdrant.tech/v-1-18-x/llms.txt) (default)
- [v1.17.x](https://api.qdrant.tech/v-1-17-x/llms.txt)
- [v1.16.x](https://api.qdrant.tech/v-1-16-x/llms.txt)
- [v1.15.x](https://api.qdrant.tech/v-1-15-x/llms.txt)
- [v1.14.x](https://api.qdrant.tech/v-1-14-x/llms.txt)
- [v1.13.x](https://api.qdrant.tech/v-1-13-x/llms.txt)
- [v1.12.x](https://api.qdrant.tech/v-1-12-x/llms.txt)
- [v1.11.x](https://api.qdrant.tech/v-1-11-x/llms.txt)
- [v1.10.x](https://api.qdrant.tech/v-1-10-x/llms.txt)
- [v1.9.x](https://api.qdrant.tech/v-1-9-x/llms.txt)
- [master](https://api.qdrant.tech/master/llms.txt)