A quick way to add a Kedro docs MCP into your LLM:...
# resources
n
A quick way to add a Kedro docs MCP into your LLM: https://gitmcp.io/kedro-org/kedro
👀 1
Cc @Max S you may have a better chance to ask the MCP next time :P
m
haha indeed!
j
...what kind of sorcery is this???
👀 1
n
the repo didn't explain too much the architecture but I guess it's free hosting + some nice integration of existing automation tricks
m
yup, and it unfortunately is not too performant 😛
Reason being it’s not really the docs, but rather the repo right
Testing it I don’t really like it 😛 it’s querying the readme and the code, meh..
Ah yes, and eventually it does find the docs through the repo 🙃
n
not too much visibility on the server side what's going on, it may shutdown a server if it's not visited for a while. It stupid to clone everything for each request right? ^ for docs, you can probably get away with that by generating a
llms.txt
(basically a single markdown file of your docs, instead of HTML)
m
yh indeed, that might be better
its not cloning, it is fetching the content from url
it doesn’t get to the point though 😂
n
hm, what does "search" actually do?
I guess it's getting stuck with finding the correct page. My session didn't get as stuck:
^Claude Sonnet 3.7
m
same for me
n
how to configure a Vizro page
This is my initial prompt
m
hm weird
glancing at the output its hallucinating badly actually 😂
👀 1
Thre is no
vm.Chart
n
uh, I think the "search" thingy is actually using Github search
If I expand it I can see more details:
{
"query": "how to configure a Vizro page"
}
### Search Results for: "how to configure a Vizro page"
#### Result 1 (Score: 0.65)
## [Vizro-AI](https://vizro.readthedocs.io/projects/vizro-ai/)
Use LLMs to generate charts and dashboards.
Vizro-AI is a separate package (called
vizro_ai
) that extends Vizro to incorporate LLMs. Use it to build interactive Vizro charts and dashboards, by simply describing what you need in plain English or other languages.
Visit the [Vizro-AI documentation](https://vizro.readthedocs.io/projects/vizro-ai/) for more details.
<picture>
<source srcset="

https://raw.githubusercontent.com/mckinsey/vizro/main/.github/images/toolkit_vizro_ai.gif

">
<img alt="Gif to demonstrate Vizro-AI" src="

https://raw.githubusercontent.com/mckinsey/vizro/main/.github/images/toolkit_vizro_ai_fallback.png

" width="600">
</picture>
---
#### Result 2 (Score: 0.53)
## [Vizro framework](https://vizro.readthedocs.io/en/stable/)
Low-code framework for building dashboards.
The Vizro framework underpins the entire Vizro toolkit. It is a Python package (called
vizro
).
Visit the [documentation](https://vizro.readthedocs.io/en/stable/) for more details.
---
m
well i think this is just an package that does similar things for you, not a server you could hook up with your client in one command no?
and you need an api key
j
I don't follow, is "this" the post I shared? or the GitMCP thing?
m
this is the post you shared. I disagreed with the statement that it is similar. i think it is deifferent
👍🏼 1