Stack · Analytics

Product analytics desk

Answers the funnel question with the query it ran, the caveat attached, and the readout already written.

Built for: The product manager who can describe the metric they want and does not want to wait two days for it.

Install all 9 parts

The button opens the checkout, where 5 servers and 4 skills are listed one by one with what each does to the bill — free, already yours, monthly or a one-off licence. Nothing is charged until you confirm it there, in Stripe’s own card frame on that page rather than a redirect, and each paid member keeps its own budget cap.

$0/mo
5 servers at their publishers’ prices, with one-off licences spread over 12 months
$0
the free-tier version keeps 5 servers and 4 skills
$0
4 skills with no monthly cost
40k
tokens of context the skills add to every session
01 · Outcome

What your agent can do with this

The reason to buy a stack rather than five listings: each line below needs more than one member connected at the same time.

  1. 01

    Ask Metabase for an existing question rather than writing a new query that disagrees with it.

  2. 02

    Read event data from Mixpanel or Amplitude and say what the funnel did, week over week.

  3. 03

    Check an experiment properly — significance, sample ratio mismatch, the tests that were not planned.

  4. 04

    Put the numbers into a sheet with the pivot and the chart, and the readout into a deck.

02 · Assembly

The assembly, part by part

What each part contributes, and why it was picked over the obvious alternative. Prices and permissions are read from the listings, so nothing here can disagree with the catalogue.

5 servers4 skills
ME01

The questions and dashboards the company already trusts, so an answer matches the one on the wall instead of competing with it.

read/write split not recordedruns on your machine A v2.2.0 credential not declared · runs locally
Free
$0 of the monthly total
MI02

Product event data where the funnel and retention questions are actually answered.

read/write split not recordedruns on your machine A v2.0.2 credential not declared · runs locally
Free
$0 of the monthly total
AM03

The same analysis for teams instrumented against Amplitude, so the desk fits either shop.

read/write split not recordedruns on your machine A v1.0.2 credential not declared · runs locally
Free
$0 of the monthly total
PO04

Read-only access to the application database, for the questions the event stream cannot answer because it never recorded them.

read/write split not recordedruns on your machine A v0.4.2 credential not declared · runs locally
Free
$0 of the monthly total
GO05

Where the numbers become a pivot, a chart and a tab somebody else can open without a login.

read/write split not recordedruns on your machine A v0.1.0 credential not declared · runs locally
Free
$0 of the monthly total
and the instructions that drive them A skill is a prompt file, not a server: it adds context and a procedure, never a tool or a permission of its own.
A/06
A/B Test Analysis Agent skill Expertise by nimrodfisher

Holds an experiment readout to significance, sample ratio mismatch and the pre-registered metric, which is where most confident wrong results come from.

3.8k tokens of context never asks for a write 4 files · licence not declared needs no server of its own
Free
no monthly cost
GO07
Google Analytics Analysis Agent skill Workflow by davila7

The traffic side of the same picture — sessions, sources and behaviour — for questions that start before the sign-up.

14k tokens of context never asks for a write 7 files · MIT needs no server of its own
Free
no monthly cost
FR08
Frontend Analytics Events Agent skill Guardrail by metabase

The instrumentation half: adding the events that make the next question answerable instead of discovering the gap again.

3.7k tokens of context asks the agent to write 1 files · AGPL-3.0 needs no server of its own
Free
no monthly cost
PP09
PPTX Agent skill Output format by K-Dense-AI

Builds the readout deck from the analysis, so the last hour of an analysis is not spent formatting slides.

18.5k tokens of context never asks for a write 12 files · Proprietary. LICENSE.txt has complete terms needs no server of its own
Free
no monthly cost
03 · Cost

What it costs, and on what assumption

Every member is a subscription or a licence bought once, so the monthly figure is a price rather than an estimate: what moves it is adding or dropping a member, not how hard the stack is worked. The one assumption is that a one-off licence is spread over a year so it can sit in the same column as a subscription.

PartWhat you are paying forMonthly, as quoted
Metabase Free
Mixpanel Free
Amplitude Free
Postgres Free
Google Sheets Advanced Free
Skills
A/B Test Analysis Free · context cost only
Google Analytics Analysis Free · context cost only
Frontend Analytics Events Free · context cost only
PPTX Free · context cost only
Everything above $0 of servers plus $0 of skills, the same in a quiet month and a busy one $0/mo

Subscriptions at their monthly plan price; one-off licences spread over 12 months. Everything arrives on one mcprush invoice, taken by Stripe from the card on your account, not one per publisher — mcprush.com is the merchant of record and each publisher is paid out of it.

What moves the bill
Flat every month$0 · 0 subscriptions
Carries a call allowancenothing
Paid oncenothing
Traffic assumed5k calls / month

Nothing in this stack carries a call allowance, so nothing here can run out before the month does. The bill is decided when you install it, not when you use it.

Budget caps are set per install and enforced at the gateway, so a retry loop is refused at the cap rather than left to run through an allowance overnight.

04 · Setup

Setting it up, in order

One step per part, in the order they are useful: connect what the work reads before what it writes, and install the skills that decide how the work is done last. Each step is a command you can read before you run it.

1
Read-only, both sides
Metabase and Postgres both connect read-only. An analytics desk with write access to the warehouse is one bad query from a very long day.
2
One event tool
Mixpanel and Amplitude answer the same question differently. Connect the one your events actually go to, or every funnel will need reconciling.
3
Put the definitions somewhere first
The desk applies definitions; it does not own them. Write down what activation and retention mean before the first question.
4
Cap the sheet, not the query
Exports grow. Decide what lands in Sheets and what stays in the warehouse before somebody pastes two hundred thousand rows into a tab.
One command9 parts
npx mcprush@latest stack add product-analytics

Nothing in this stack installs from one command today: 9 members are either paid, run from its own source, or a skill with its own command — the steps above name each one. Nothing is connected until you approve it.

Before you start
  • 5 members have not declared what credential they need — check each one’s own page before you start.
  • What this stack can write is not recorded — 5 members of 5 have no imported tool surface. Section 05 says what is known before you approve anything.
  • 5 members can run on your own machine instead of ours, if you would rather they did.
05 · Permissions

What the whole stack can reach

Installed together, these tool surfaces add up. It is the first thing a security reviewer asks for, so what has been counted — and what nobody has counted yet — is on the page rather than in a PDF.

tools that only read
Which tools read and which write is counted from the surface a publisher imports, and 5 members of 5 have no imported tool surface.
tools that can change something
Not recorded, and not estimated: a total added up from the members that have a surface would be read as the whole stack’s. The table below is what is known, member by member.
0
tools that reach the network
Not recorded: no member of this stack has published a tool surface, so where the calls go is each member’s own page to answer.
Who grants the write accessnot recorded
MemberTool surfaceWrite tools
Amplitude not imported not recorded
Google Sheets Advanced not imported not recorded
Metabase not imported not recorded
Mixpanel not imported not recorded
Postgres not imported not recorded
Reading the number

A stack's blast radius is the union of its members, not the worst of them. That union cannot be taken here, because 5 members of 5 have no imported tool surface — so the figure a review asks for is missing rather than low, and a member marked not imported is one nobody has counted rather than one that cannot write.

1 skill in this stack instructs the agent to write — Frontend Analytics Events. A skill holds no permission of its own; it can only ask a server that already has the scope, and the approval gate still applies.

Tools in total0
Write sharenot recorded
Members that can writenot recorded
Surface imported0 of 5 members
06 · Swaps

Sensible swaps

A stack is a default, not a verdict. These are the substitutions the maintainer would make, and what each one costs or saves.

Teams whose events land in a warehouse rather than in the application database read them there, with key-pair or SSO authentication and no write path.

same money at 5k calls the same 0 tools both grade A

A company whose charts live in Grafana instead of a BI tool queries the same dashboards from this desk, and loses the saved-question layer that keeps definitions shared.

same money at 5k calls the same 0 tools both grade A
07 · Limits

Where this stack stops

Written by the maintainer, kept on the page rather than in a support thread.

  • It cannot fix instrumentation from here. It can tell you an event is missing or double-counted; adding it is a change in your front end.

  • The warehouse connection is read-only, so a data-quality bug is found here and corrected somewhere else.

  • It does not decide what a metric means. Two definitions of active user stay two definitions until a person picks one.

08 · Maintenance

Who keeps this current

A stack has an owner: whoever keeps it re-checks the combination when a member changes, and the members themselves are published by the people named on each row.

Maintainer
mcprush
Publishes this stack only
Version
null
Set by the curator
Member installs
none yet
Added up across the parts. Nothing counts installs of the set as one thing.
Member rating
No reviews yet
None of the parts has been reviewed, and neither has the stack.
Composition
5 + 4
5 servers, 4 skills
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