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How to make your clients more context-aware with OpenMemory MCP

Anmol Baranwal on May 13, 2025

AI is changing very fast and Large Language Models (LLMs) have made things a lot easier. Yet, they face a fundamental limitation: they forget every...
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Ndeye Fatou Diop β€’

Great share Anmol! I will bookmark this and try it out πŸ™

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Anmol Baranwal β€’

Thanks Ndeye! This took a huge effort because there was no docs, so I had to understand every part of the codebase to write it lol.

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Ndeye Fatou Diop β€’

That is very impressive. Do you do content writing full time?

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Anmol Baranwal β€’

yeah pretty much.. I'm not a big fan of full-time jobs for some reason so I prefer doing this on a freelance basis.

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Ndeye Fatou Diop β€’

Got it! That makes sense!

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πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ β€’

Really nice breakdown @anmolbaranwal

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Anmol Baranwal β€’

Thanks Saurabh! there was no docs this time so I had to figure everything from codebase... it was pretty tough. πŸ˜…

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πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ β€’

First time?

πŸ™‚

Ifirst time

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Anmol Baranwal β€’

nah but the codebase felt a bit large this time + deadline was really tight.. that image reminds me of jack sparrow in Pirates of the Caribbean 🀣 (yeah, I can tell you have been through the same experience)

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πš‚πšŠπšžπš›πšŠπš‹πš‘ πšπšŠπš’ β€’

We learn this way mate!

Imagine going through Java 6 code with Freemarker template that was last updated in 2013 and there's no way that things builds on my local PC. 😁

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Divya β€’

This is too awesome!!!
Thank you πŸ™
I'll be trying it all out after exams!

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Anmol Baranwal β€’

thanks Divya! the concept is definitely exciting.

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Divya β€’

It really is.
Thank you for sharing.

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Tan Yong He β€’

Really appreciate the clear breakdown of the local setup β€” it’s well-structured and easy to follow. The behind-the-scenes architecture of OpenMemory MCP is particularly interesting, especially how it manages context and client communication through SSE. Looking forward to exploring more of its potential for local-first, privacy-focused AI workflows!

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Anmol Baranwal β€’

what do you mean Nevo? sorry I didn’t quite understand .. Mem0 launched OpenMemory MCP and this tutorial breaks it down.

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Dotallio β€’

Crazy how far this is going, I kinda love the idea of keeping memory local and all under my control.

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Anmol Baranwal β€’

Yeah.. you're totally in control of your data and it also gives a sense of trust as well. You can read more here: mem0.ai/openmemory-mcp

So much wild stuff is happening in tech right now, it's exciting :)