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
MultiDrive
This is a really useful tool! We use Gemini and ChatGPT daily for various tasks, and it often takes time to check what each one says. Thank you for creating this tool, and congratulations on the launch!
AI Context Flow
@tetiana_hryshmanovska happy to provide value :)
What else would you like to see in this extension? We're listening.
MultiDrive
@hira_siddiqui1 Nothing comes to my mind right now. We'll definitely test it!
DearFlow - Proactive AI Assistant
Looks awesome! Is there an api?
AI Context Flow
@benjamin_drury not yet but will be in 6 months.
We are going to launch our MCP servers in ~2 months and then soon after an SDK with a "Sign in with your Context" login mechanism where users can login to any app with the memory bucket of their choice (similar to OAuth protocol)
AI Context Flow
@yehan_xiao would love to know how you find it after using it. We are giving 1 year free subscription to PH launch day supporters!
Product Hunt Wrapped 2025
AI Context Flow
@alexcloudstar thank you!
Swytchcode
This is really awesome idea. Congrats on the product launch!
AI Context Flow
@chilarai thank you, would love for you to use our extension in your day to day!
InboxAgents - Smart Linkedin Inbox
Great work Hira. This is really coming along well.
AI Context Flow
@cam_mcmaster1 thank you!
Clico
AI Context Flow
@alex_tao amazing! would love to get your feedback when you use it. We are also giving 1 year free subscription to PH launch day supporters!