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
Presentation 2.0 by CubeOne
AI Context Flow
@ericquans thank you!
AI Context Flow
@elinarebinset15 glad you find it interesting! I hope you also find it useful day to day when you use it :)
Does it work the other way around? Can it be integrated into our AI product (AI for travel planning) so that when a user logs in, our AI receives information about them and can offer a personalized experience?
AI Context Flow
@mykyta_semenov_ actually this is on the roadmap. Two possibilities here:
- Your agent accepts MCP connectivity. We are launching our MCP servers next month!
- You integrate our Login SDK (sign in with your context), this will be launched in a few months.
@hira_siddiqui1 Then I’m your potential client — we’re just finishing our project. Let’s stay in touch on LinkedIn.
AI Context Flow
@mykyta_semenov_ connected on linkedin and followed you on X!
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This is a fantastic browser extension. I just tested it, and it significantly improves the quality and speed of my Prompts.
AI Context Flow
@gxy5202 so glad you found it helpful! would love to know your feedback once you use it for several days!
We are also giving one year free subscription to PH launch day supporters!
Okay, this is actually clever. Cutting repetition in AI chats was overdue. What’s the messiest real-world use case you saw this solve that made you say ‘yeah this had to exist’?
Theysaid
Okay, you've literally described my daily struggle. I switch between ChatGPT, Claude, and Gemini constantly, and I waste so much time copying my project context, brand guidelines, and tech stack from one chat to another. The mental tax of re-explaining everything is real. This extension feels like it was built specifically for me.
AI Context Flow
@chrishicken love that you are finding this useful! Would love to have you as our regular user. We are also giving 1 year free subscriptions for our product hunt launch day users!
Theysaid
@hira_siddiqui1 That's really amazing
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Congrats on the launch! Love the idea of making AI tools finally talk to each other. Best of luck on Product Hunt today! 🙌
AI Context Flow
@armen_stepanyan thank you!