The numbers tell the story:
3264 users
4.99 rating
5.3% paid conversion
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
Two months ago, I'd never heard of Product Hunt. When I told people we were launching @AI Context Flow here, they told me to keep my expectations in check.
Fast forward to today: #1 Product of the Day and #1 Productivity Tool of the Week.
The journey was chaotic, humbling, and honestly surreal. If you'd told me this would happen, I wouldn't have believed you.
To everyone who upvoted, commented, and cheered us on: Thank you. Your support means everything and keeps us building.
If you need any tips on how we pulled this off as complete first-timers, ask your specific questions below
Assorted context buckets for separate contexts are the star feature for sure!
More than an improvement, it would be an added feature to show/hide & sort contexts on dashboard.
Cost-effective and very easy to use!
If you are tired of repeating the same thing to every AI agent, then this is your opportunity to download the extension. Also, all AIs have different potentials so with common context, you can use all AIs for their unique benefits without the need of repeating project details. I must say, it is a great time-saver and productivity-booster for marketers! I love it.
I’ve been using AI Context Flow since the beta, and honestly, it’s fantastic. It fixes something subtle but deeply frustrating: having to rebuild context every time you switch agents.
Instead of replacing existing tools - it just connects them.
It would be great to have an easier way to manage or merge multiple contexts.
I can store my context once, use it anywhere, and inject it instantly with a single shortcut. It just makes prompting smoother and faster.
🙌I just tried out this browser extension while using chatGPT. I have to say it's really useful; it greatly helps me when asking questions to AI, improving both efficiency and the ability to optimize my questions!
Hey Product Hunt! 👋
We asked 50+ AI power users what frustrates them most. The #1 answer wasn't hallucinations, costs, or speed.
It was: "I'm so tired of re-explaining the same stuff to every AI."
I'm Hira (co-founder of Plurality Network), and I felt this personally. Last week I caught myself typing the same project context into three different AI tools in one hour. That's when it hit me: we're treating AI agents like they've never met each other.
So we built AI Context Flow - a memory layer that travels with you across ChatGPT, Claude, Gemini, Grok, Perplexity, and more.
How it works:
💾 Save your context once (tech stack, brand voice, client notes).
⚡One click loads it anywhere. That's it.
Who's this for?
→ Developers who code with AI but keep re-typing architecture details
→ Designers/marketers managing multiple clients with different brand voices
→ Founders switching between AI tools and losing context every time
→ Anyone using 2+ AI platforms daily and starting from scratch each time
Our beta users are getting back 5+ hours weekly. One designer said: "I didn't realize how much mental energy I was wasting until I stopped doing it."
The details:
✓ 60-second setup
✓ End-to-end encrypted
✓ Free tier available
🎁 1 year Plus free: Get Access Here!
→⚡Stay in Flow Wherever You Go: Try it
Real question: If you could save ONE thing and have it follow you everywhere - what would it be? Your codebase? Client briefs? Brand voice?
We want to know if we are solving YOUR problem! Tell me below 👇
@hira_siddiqui1 Finally! A fix for retyping the same context across every AI tool. If the sync and privacy work smoothly, this could seriously level up daily workflows.
Excited to try it out!
@hira_siddiqui1 How is this one different then @myNeutron ?
@jaka_kotnik we have a strong focus on making it super accessible for normal users... seeds/crypto/blockchain these are difficult to grasp for everyday users.
We focus on simplicity + privacy.
Our memory buckets are the same concept as folders and provide organization of context for users.
We are integrating with TEEs in the backed so user's data always stays safe.
@nosheen_kanwal yes! the best initial feedback we have been getting is from marketers who are constantly juggling between 10 different clients, each of whom have different brand voice and guidelines.
p.s. we are also going to launch our Context Sharing for Teams feature, which has been the most asked for feature from marketers! Create context for a certain client/project, and share with n people of your team so you all can stay in Flow with AI Context Flow :)
@nosheen_kanwal exactly! the best response we have received is from marketers because they are constantly juggling between multiple clients, each of whom has their own specific guidelines and brand voice.
Add to that mix using multiple AI tools and you have 100s of context switches per day leading to 5-7 wasted hours per day!
This is a major productivity drain. And we want to let people reclaim this lost time.
Mem store is an interesting product niche in the AI age. Everyone wants to be silos. Every user wants to escape the silos and be free. Its the same ol story. Ill support anything that deplatforms and frees us from platform chains! Alright, question: How do you see your selfs in 2 years. What is your vision for plurality?
@sentry_co exactly! If you read our blogs and research papers, you will realize we are hardcore decentralization maxis.
We believe in a world where users stay in control of their data and decide which platforms they go to and what data they divulge there. This self-sovereignty of users is the core of our vision and mission.
AI Context Flow is just the first step towards our bigger vision: The Open Context Layer.
We are building the internet with the first principles in mind.
You can read our full vision and our next steps here
@hira_siddiqui1 I need a t-shirt like that "hardcore decentralization maxis" why didnt you just lead with that 😬
@sentry_co haha because we wanted to lead with benefit/value first!
Decentralization is our team's motto and we have strong web3/privacy background. Hence, we created this product!
@hira_siddiqui1 Yes. Leading with benefit value is the way to go. If you can also work a "mind virus" / "scroll-stopper" into the one-liner. then even better. but its not always possible of course.
I tried AI Context Flow! Actually, the first time I came to know about it was when @hira_siddiqui1 mentioned it in one of my forum discussions on PH.
Seriously, this is the single-best thing I have seen w.r.t context passing and retaining of information across LLMs (tried Gemini and ChatGPT till now). Prompt optimisation is a bonus for me, but yeah, that is also very helpful.
I do see a coupon titled '1 year PLUS free'. How do I avail that?
Which plan am I on: free, pro, or plus?
@ashok_nayak When you click on the promo, it will show a luma link. Open that link, and register with the same email you have used in AI Context Flow extension.
I will email you in a few days with your specific promo code that you can use to get free subscription.
Here's the link: https://luma.com/bpwuuwy1
@muhammad_tahir29 The syncing is done automatically, but you do need to select the right memory bucket from the drop-down so the AI knows which knowledge base you want to use when querying. Like this:
Aah, the frustration of explaining the same context to every AI tool is real! I've literally copy-pasted the same tech stack description like 5 times this week alone 😅 Congrats on the launch.
@jollytango no copy pasting anymore! Get our 1 year subscription (free for PH launch day supporters) and say goodbye to this frustration once and for all!
Congratulations on your launch. How do you technically keep context consistent between tools without storing sensitive data?
@charlenechen_123 your data is stored in vector dbs, but its encrypted and processed inside Trusted Execution Environments (Hardware Security). So, everything remains in user's control.
Moreover, user decides what they want to store, sync and share.
Thank you for trying the product, Gomi! Welcome to also try our reusable memory when you use different ai chatbots!