AI context management: the problem nobody's talking about (and what we built to fix it)
Hey PH community 👋
We're in the middle of our AppSumo launch for AI Context Flow, and I wanted to start a real conversation here rather than just drop a link.
The problem we're solving: most people using AI tools daily are paying what I call an "AI context tax", the time spent re-explaining your project, background, and goals every single session, to every single tool.
ChatGPT doesn't know who you are. Claude doesn't know who you are. Gemini doesn't know who you are. And if you're jumping between them (like most power users are), you're paying that tax multiple times a day.
AI Context Flow is a universal context layer, save once, use everywhere. It connects to all major AI tools via MCP, includes an AI sidebar that works on any website, and lets you share context with teammates.
A few things I'd love to discuss with this community:
- How are you currently managing context across AI tools?
- Has anyone found a workflow that actually works?
- What would you want from a tool like this that we haven't thought of yet?
Lifetime deal live on AppSumo until June 20: https://appsumo.8odi.net/m4n0da
Happy to answer anything, treat this as an ongoing thread for the next 2 weeks.
Replies
Right now I keep context in 2 places: Claude hold my voice files and client briefs. Perplexity Spaces hold that plus research, separated by topic.
It works, but only halfway: every time something changes I update it twice. And none of it follows me into the browser, so Perplexity's browser and the Claude Chrome extension both start from zero.
My one worry, and I'll be straight about it: a universal layer only helps if it actually kills that double update. If it turns into a third copy I have to keep current, it costs me more than it saves. That's the part I'd want proof on before the LTD.
Practical question for you: does the MCP connection reach the browser extensions too, or just the desktop and web apps? The browser gap is exactly where my current setup falls apart.
On your last question, the feature I would like to have fully working is bookmark import, but not from Chrome or any other browsers - I've got a few hundreds saved & sorted in Raindrop. Pulling those in searchable context would help a lot. I'll be watching how the sync holds up over a few weeks before I commit.
AI Context Flow
@profi_tools every thing you save into your context layer will be immediately available on any AI tool that supports MCP.
So if you save something in one tool via MCP, it immediately is accessible in other tools connected to AICF MCP.
Saving into the universal layer is however manual, i.e. we don't automatically save everything you browse or chat. You have to tell what needs to get saved. A few ways to do this:
Let's say you are in a chat and have connected the MCP, you can simply ask in chat to add the whole chat or a part of it in the AI context flow MCP -> no tab switching, no clicks
You can do entire organization of your context in chat via mcp without ever opening the memory studio UI
Found something interesting on a website? Right click and save the whole page or copy a paragraph and save it
I'm not sure which specific browser extensions you are using, but if it supports MCP connection, this should work.
Regarding the import feature, we do have some integrations on the roadmap for pulling in data directly, raindrop however was not one of them. Can you export the data from raindrop? if yes, its a one time thing you can export and import.
Your workflow seems interesting, if there are any other questions, please reach me out. I'd love to learn more.
@hira_siddiqui1Â Thank you for your response.
I was asking for Claude Chrome and Perplexity Comet browser extensions - if I can connect to AI Context Flow via those?
Yes, I can, so that means I can import Raindrop exported .html data into AI Context Flow?
AI Context Flow
@profi_tools comet browser has MCP support. Claude browser extension doesn't.
Regarding bookmarks, if you can extract it from raindrop as an html it can be added manually to ai context flow.
But where would you use this info? I'm curious to know what would you do with the bookmarks urls in a context bucket?
@hira_siddiqui1Â When I create some articles, then I like to check out Raindrop and see if some articles are covering my current post topic, so I don't have to search for those manualy to consult hem for writing the article - Claude search for them according to my current context.... and this works well with Raindrop ATM, but it is rather slow process, so I hope it could be much faster and with less spent tokens if I switch Raindrop with AI Context Flow.