Product Analytics & Growth

Funnels, cohorts, retention, anomalies and warehouse metrics — turned into deterministic numbers first, narrative second.

10 agents

Build a department from these agents

Compose them into a crew that works together — pick roles and how they coordinate, then run it locally with the CLI.

Build a department

Any MCP client

GA4 Funnel Analyzer

Code agent

Deterministic GA4 funnel drop-off analysis with LLM-narrated insights and recommendations

Kata Team

Free

Any MCP client

GA4 Anomaly Detector

Code agent

Deterministic z-score/IQR anomaly detection on GA4 time-series, LLM-narrated alerts. Runs on mock or your own data; connector-ready.

Kata Team

Free

Any MCP client

GA4 Site Blood Test

Code agent

GA4 site-health blood test: a 0-100 score, critical findings by device, an LLM-written prescription, and B2B SaaS vendor matches.

Kata Team

Free

Any MCP client

Funnel Cohort Analyst

Code agent

Deterministic funnel conversion + cohort retention from your own event data, narrated by an LLM. Account-free, no warehouse connector.

Kata Team

Free

Any MCP client

Mixpanel Retention Analyzer

Code agent

Deterministic Mixpanel/Amplitude retention and churn analysis with LLM-narrated insights

Kata Team

Free

Any MCP client

BigQuery Metric Narrator

Code agent

Turns read-only BigQuery metric results into deterministic deltas/trends + narrative

Kata Team

Free

Any MCP client

Looker Dashboard Summarizer

Code agent

Summarizes Looker/BI dashboards into deterministic KPIs, highlights and recommendations

Kata Team

Free

Any MCP client

Event Taxonomy Governance Agent

Doer

Reviews tracking changes against your plan while a rename is still just a rename.

Kata Team

Free

Any MCP client

Report Usage & Deprecation

Doer

Finds the reports nobody opens — and the ones everyone opens that quietly broke.

Kata Team

Free

Any MCP client

YouTube Analytics Narrator

Code agent

Turns YouTube Analytics metrics into a deterministic performance narrative + recommendations

Kata Team

Free

All collections

Product Analytics & Growth

Funnels, cohorts, retention, anomalies and warehouse metrics — turned into deterministic numbers first, narrative second.

10 agents

Build a department from these agents

Compose them into a crew that works together — pick roles and how they coordinate, then run it locally with the CLI.

Build a department

Any MCP client

GA4 Funnel Analyzer

Code agent

Deterministic GA4 funnel drop-off analysis with LLM-narrated insights and recommendations

Kata Team

Free

Any MCP client

GA4 Anomaly Detector

Code agent

Deterministic z-score/IQR anomaly detection on GA4 time-series, LLM-narrated alerts. Runs on mock or your own data; connector-ready.

Kata Team

Free

Any MCP client

GA4 Site Blood Test

Code agent

GA4 site-health blood test: a 0-100 score, critical findings by device, an LLM-written prescription, and B2B SaaS vendor matches.

Kata Team

Free

Any MCP client

Funnel Cohort Analyst

Code agent

Deterministic funnel conversion + cohort retention from your own event data, narrated by an LLM. Account-free, no warehouse connector.

Kata Team

Free

Any MCP client

Mixpanel Retention Analyzer

Code agent

Deterministic Mixpanel/Amplitude retention and churn analysis with LLM-narrated insights

Kata Team

Free

Any MCP client

BigQuery Metric Narrator

Code agent

Turns read-only BigQuery metric results into deterministic deltas/trends + narrative

Kata Team

Free

Any MCP client

Looker Dashboard Summarizer

Code agent

Summarizes Looker/BI dashboards into deterministic KPIs, highlights and recommendations

Kata Team

Free

Any MCP client

Event Taxonomy Governance Agent

Doer

Reviews tracking changes against your plan while a rename is still just a rename.

Kata Team

Free

Any MCP client

Report Usage & Deprecation

Doer

Finds the reports nobody opens — and the ones everyone opens that quietly broke.

Kata Team

Free

Any MCP client

YouTube Analytics Narrator

Code agent

Turns YouTube Analytics metrics into a deterministic performance narrative + recommendations

Kata Team

Free