MCP server in Wagtail - experiments demo

We’re experimenting with MCP servers for Wagtail, to provide more efficient mechanisms for content operations with AI agents.

In this demo, we’re trialing MCP capabilities via an agent interface integrated within the CMS. The agent has 50+ "tools" made available. At this stage the agent has no particular instructions on how to use them. This was done with DeepSeek V4 Flash.

📹 Related Videos To Watch Next:

▶ Video Tour of Wagtail 7.4 https://youtu.be/XFEmUYoX4OM
▶ The Latest on Wagtail AI https://www.youtube.com/watch?v=4zfs1u4Vy5Y
▶ What’s New in Wagtail CMS 7.0 https://youtu.be/v92-6Dy4axI

Wagtail future proofs your CMS system, as it’s open source, continuously updated and built on Python, one of the most popular global programming languages, used widely in machine learning and big data. So you’re always ahead of the curve when it comes to CMS platforms.

Wagtail is the #1 choice for accessibility, is scalable and most importantly, secure.

👉 Get started with Wagtail CMS for free: https://wagtail.org/get-started/
and see how easy it is to build a website that works for you.

📊 Read why Google, NASA, and the British NHS, are powering their digital estates with Wagtail: https://wagtail.org/about-wagtail/

🎥 More Wagtail Videos: https://www.youtube.com/watch?v=cne2kxemMAQ&list=PLfwZ-fob20cPvSQ_v1hkjto8BAPN21tLJ

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