# Caching, MCP integration, Agent native docs, Time series forecasting, GUI detection performance

URL: https://interfaze.ai/blog/21-07-26-updates

Here's what we shipped this week.

## Caching for repeated file

Running multiple requests on the same document/file are now ~10x cheaper with binary process caching. Great for scaling multiple workflows that would have common documents and uses.

It's activated by default. No action required. Try here: https://interfaze.ai

## Remote MCP Server

![Remote MCP Server](https://r2public.jigsawstack.com/interfaze/blogs/07-07-26-updates/claude_code_mcp.png)

You can now Interfaze as an MCP server plugged into any client of your choice from Claude Code to Cursor. Easily add Interfaze as tools for OCR, Web search, STT and more to any existing workflow.

Full docs: https://interfaze.ai/docs/integrations/mcp-server

## Agent first integration

![Agent first integration](https://r2public.jigsawstack.com/interfaze/blogs/07-07-26-updates/agent_markdown.png)

Interfaze entire site is now agent friendly with native markdown support for anyways with "text/markdown" get support.

Paste this link into your agent to get started: https://interfaze.ai/llms.txt

## Time series forecasting

![Time series forecasting](https://r2public.jigsawstack.com/interfaze/blogs/07-07-26-updates/forecasting_og.png)

Interfaze now has support for time series forecasting on any time based datasets. From retail sales data or sensor data. Upload a CSV or JSON and ask for a forecast for the next 3 months.

Check out docs: https://interfaze.ai/docs/compute/time-series-forecasting

## GUI detection performance

![GUI detection performance](https://r2public.jigsawstack.com/interfaze/blogs/07-07-26-updates/gui_detection_annotated.png)

GUI detection is now 5x faster and more accurate which makes it great for computer use.

Check out docs: https://interfaze.ai/docs/vision/gui-detection

### Coming soon:

- Public keys for client side use
- Better deep search capabilities
- Improved ASR mixed language audio
- Reduced token volume per request
- Interfaze SDKs

That's it for this week!