# Solutions for AI Workflows

This section offers solutions enabling [**Oxylabs Web Scraper API**](https://oxylabs.io/products/scraper-api/web) to deliver structured, AI-ready data optimized for large language model (LLM) workflows.

{% content-ref url="solutions-for-ai-workflows/model-context-protocol-mcp" %}
[model-context-protocol-mcp](https://developers.oxylabs.io/~/changes/1231/scraping-solutions/web-scraper-api/solutions-for-ai-workflows/model-context-protocol-mcp)
{% endcontent-ref %}

{% content-ref url="solutions-for-ai-workflows/langchain" %}
[langchain](https://developers.oxylabs.io/~/changes/1231/scraping-solutions/web-scraper-api/solutions-for-ai-workflows/langchain)
{% endcontent-ref %}

{% content-ref url="solutions-for-ai-workflows/llamaindex" %}
[llamaindex](https://developers.oxylabs.io/~/changes/1231/scraping-solutions/web-scraper-api/solutions-for-ai-workflows/llamaindex)
{% endcontent-ref %}