Show HN: A “Course” as an MCP Server

156 codekarate 12 6/10/2025, 8:36:55 PM mastra.ai ↗
We wanted to build a course for new Mastra devs to get started quickly. However, we knew videos would go out of date and be more difficult to maintain.

We decided to launch our "course" as an MCP server. This way your coding agent actually teaches the course content to you and can help you write the code. We think this is a really interactive way to learn.

Using an editor with MCP support (such as Cursor, Windsurf, or VSCode), your code agent will call the appropriate MCP tools which will return context for the agent. This context tries to instruct the agent that it should be teaching you the content, not just doing the work for you.

The course is still pretty experimental and some models work better than others. Code is available in the Mastra Github repo in the mcp-docs-server package (https://github.com/mastra-ai/mastra/tree/main/packages/mcp-d...)

Comments (12)

keeganpoppen · 5h ago
somehow i hadn’t heard of mastra given that i’ve gone out of my way to find and try basically every framework in this vein under the sun, but i gotta say: i’m quite impressed in terms of how clean it is and how well it aligns with i would consider “real” work in this arena… so many of these frameworks try way too hard to be batteries included and/or are otherwise so simple / limited as to feel like they were made by people who don’t actually… “get” it and thus that by extension its users don’t either…
ninkendo · 9h ago
Seeing the title I had the opposite assumption of what it was referring to: I thought of the interface to getting homework, taking tests, submitting assignments, etc as an MCP server and watching an LLM fully pass a course from an online university autonomously. I’m not convinced this isn’t possible today.
hofo · 13h ago
Newbie here: how much of creating agents are portable from one AI platform to another? Do they mostly have the same concepts but differ slightly in implementation? Or something else?
codekarate · 12h ago
The concepts are pretty similar but this course is definitely pretty Mastra specific.

If you are looking for a more general overview on agent development, my co-founder wrote a short book (available free at https://mastra.ai/book)

jsemrau · 5h ago
Most agent frameworks implement a ReAct (Reflect->Act) pattern in the form of a loop that "reasons" until a "final_answer" has been found. Most framworks also implement some form of session cache (scratchpad), tool use, and thought logging/tracing.

While most implementations are similar they are not easily transferable.

djfivyvusn · 3h ago
MCP is portable but isn't very useful for creating agent workflows.
davecyen · 10h ago
This is really cool. I used the OG Codecademy to learn how to code, this is kind of like the next-gen version of that.
codekarate · 10h ago
Thanks!

I definitely remember spending time on Codecademy years ago

avipeltz · 13h ago
yall have been cooking ;) does the course also go through making a workflow or just an agent?
codekarate · 13h ago
it currently only covers creating an agent, adding tools/mcp, and agent memory

later this week we will be releasing a workflows lesson

avipeltz · 12h ago
nice looking forward to it :)
hoppp · 2h ago
The website doesn't look good on mobile

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