Think inside your AI world.
Amplitude through Unl
Amplitude will chart a funnel beautifully. Whether it means users are activating depends on the definition you set — and the chart uses a default, not yours.
Amplitude through Unl reads your live product analytics — charts, dashboards, experiments, feature flags, metrics — against the activation definition you have ratified, so the funnel comes back as met-or-not on your definition, not the tool’s default.
What Amplitude holds
Amplitude’s MCP server exposes the analytics surface:
- Charts and dashboards
- Experiments and feature flags
- Metrics
What the naked read gives you
A naked read returns the funnel conversion. Accurate on its default steps, and blind to your activation definition, because you decided what counts as activated and Amplitude didn’t.
The frame judges the data it is given; it does not verify the source’s accuracy.
What changes when Amplitude is read measured
Say you've ratified an activation definition: a user is activated only when they complete the core action three times within the first week — a looser definition flatters the number.
“Are users activating?” returns, measured: on your definition — three core actions in week one — activation is 32%, not the 48% the default funnel shows, because the default counts a single action. The definition is the whole gap here, and yours is the one that predicts retention. Amplitude supplied the events; your ratified definition supplied the true number and the reason.
And back again
When you tighten the definition to four actions after seeing retention data, that change is settled in Unl — and the next funnel read measures against the definition you now hold.
The answer comes back measured against what you already decided, and why.
The lane is live and open to this tool today: one box, paste anything. If it speaks MCP, Unl can reach it. Readings arrive unprompted, the data beside the criterion; Unl is a courier, not a warehouse, and keeps only your keys and the frame.
Read further
Questions people ask
Can AI measure activation on my own definition in Amplitude?
Yes, through Unl. You ratify the activation definition (the action, the count, the window), and Amplitude’s funnel is measured against it — the answer is your activation number, with the gap to the tool’s default explained.
How do I connect Amplitude to Claude?
Amplitude offers an MCP server for charts, experiments and metrics. Through Unl the same analytics arrive measured against your ratified definition, so the funnel reads as met-or-not on your terms.
Does Unl change my Amplitude data?
Unl reads through Amplitude, and can write back on your explicit gesture — it never acts as a side effect of a read.
What this is
Think inside your AI world — you stay in command
Unlimitless (Unl to friends) holds what you've settled, reads what your tools are showing, and catches what's changed out in the world — and hands your AI whatever bears on the work, the moment it's needed, without you asking. The right thing, in front of the model, unprompted, with you in command of the call. So you keep moving toward what you set out to build, on top of everything you've already decided.
It plugs into Claude, Claude Code, ChatGPT and Cursor as an MCP connector. Quick to connect, in a couple of steps.
Unlimitless is open now to invited Alpha. Apply for the Beta waitlist to come in ahead of the full launch:
Alpha is invite-only · free at launch.