Our vision has been the same from day one: one knowledge base that works across all your AI tools.
And to achieve that, we launched our MCP Server in February. It connected to Claude Desktop, Claude Code, LM Studio, and most major AI agents. As far as we were concerned, the MCP chapter was closed.
Then we launched on AppSumo.
Within days, users kept asking for one thing: " ?"
Then came the questions about headless agents. CI scripts. n8n workflows. Users had intricate setups. They wanted a memory store for their OpenClaw agents, which they could also plug into Claude, which they could also call from a workflow runner. One memory, three completely different environments.
That's when we realized our MCP Server had a problem: it only supported OAuth. *facepalm*
(Getting a bit technical here, bear with me)
OAuth assumes there's a user sitting at a UI who can click "sign in" in a browser window. That's fine for Claude Desktop. It falls apart the moment you're running a headless agent on a server, or chaining four tools together in an automated workflow. Nobody is there to click anything!
So the team got to work. A few days later, we shipped Personal Access Tokens (PATs) for the MCP Server.
And that's how we ended up being the that works in three places at once:
In your browser, as a sidebar
Inside your chat agents, as an extension or MCP server
In your programmatic workflows, as an MCP with PAT-based authentication
New setup guides for everything are at docs.plurality.network.
Maybe a weekend project: give your OpenClaw or n8n agents a memory. Make them less forgetful, more intelligent, and a lot more useful.
If you are already running such setups, we have a lifetime deal going on for AI Context Flow: https://appsumo.8odi.net/m4n0da
AI Context Flow
@imad_khalid this is one of the biggest use cases we want to target.
More than 60% of knowledge workers are switching 3-5 AI agents weekly and wasting 5+ hours per week on context porting.
We want to give that time back to professionals!
FitComrade
Best of luck for the launch, looks promising being able to retain context to be used again for different tools in one place.
AI Context Flow
@adeelibr thank you! hope you enjoy using the product!
Congratulations on finally launching @hira_siddiqui1
As a marketer, this would definitely save me a lot of time, especially with running campaigns across clients and industries with different tones and demographics.
AI Context Flow
@supremen marketers are our biggest ICP and our most avid supporters!
We are also going to launch our Context Sharing for Teams feature soon. So you can share a specific context with n people of your team and all of you can be synced across one knowledge base, pluggable in any AI.
We are finding some marketing agencies with whom we can run pilots. Find me on linkedin if this looks interesting
@hira_siddiqui1 Oh! That’s awesome. Will do 👌🏻
Hey @hira_siddiqui1 , congrats on launching AI Context Flow! 🚀 Your approach to universal AI memory is brilliant—I really appreciate how it eliminates the need to re-explain context across ChatGPT, Claude, Gemini, and more. The "Just Optimize It" feature that transforms vague queries into optimized prompts is a game-changer for productivity. Excited to see where you take this next. Best of luck with today's launch!
AI Context Flow
@kjosephabraham thank you so much! we have a lot of exciting features in the near-term roadmap. Hope to keep delighting you!
Thanks for building this. I had given myself 6 months, if no one builds a decent unified memory, I would have built it but really appreciate you guys 🙌
AI Context Flow
@ali_asad9 we are just getting started, but yes, a user-owned portable memory layer was an area we were also monitoring since a while but not many people were trying to solve it.
There are a few memory products in the B2B space, but the B2C space was wide open. However, its an absolutely necessary tool in our opinion especially since the AI agents are being commoditized and new ones popping up every day.
Plus, the big tech AI will never build a portable memory solution. Everyone will just try to lock users in silos.
I had the pleasure of beta testing AI Context Flow and use the same context in different AI tools -ChatGPT, Claude & other tools.
Also huge thanks to@hira_siddiqui1for delivering an insightful guest lecture on AI Context & Prompt Engineering at our university; it really helped me appreciate the “why” behind this extension.
Excited to see where this goes next. This is exactly the kind of memory-layer tool we’ve needed.
AI Context Flow
@ufocoder so happy to hear you and your students found the extension and the guest lecture helpful!
This saves a lot of time. It is really frustrating when for any reason a chat with a certain AI stops working or starts lagging. This is truly a help to go someplace new and start "fresh" carrying your already built up context with you
AI Context Flow
@marcxday Exactly! That's our core mission to boost AI user productivity without compromise. We built AI Context Flow because we felt that same frustration daily. When a chat lags or hits limits, losing all your context and starting over breaks your flow entirely.
AI Context Flow
@marcxday exactly, we recommend users to have no more than 20 back and forth questions - after that, save your conversation, open a new chat (on the same or on a different AI) and take it from there!