smolanalytics

Analytics that reads your event log back to you: what changed, the segment carrying it, what it cost, and the ship that correlates. Your coding agent runs it over MCP. Commercial, hosted at smolanalytics.com.

3 stars GoOthers Updated Sep 3, 2026

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Documentation

smolanalytics is commercial software. The hosted product at

smolanalytics.com is the way to use it: a 14-day trial

at Pro limits with no card, then from $19/mo, with each project running as its own

isolated instance.

What it does, briefly:

Investigates on its own. Every product event is tested for step changes

daily; findings arrive ranked by cost (dollars when the metric carries revenue,

people otherwise), each with the segment carrying it, the ship that correlates

with it, and the next move. A quiet day says so and stops.

Heals. Guardrailed experiments auto-revert when they breach, with the

receipt on your desk. Regressions that return to baseline retire themselves as

"recovered" — computed, never asserted.

Replays. `backtest` re-runs the investigator over your own history and

dates every finding by the day it would first have surfaced.

Answers in your editor. 97 MCP tools over your own model — including

`investigate`, which returns the whole desk in one call, and

`mark_finding_acted`, which closes the loop from your editor. Deterministic

reports, never generated SQL.

Questions: smolanalytics.com/contact

Frequently asked questions

What is smolanalytics?

smolanalytics is Analytics that reads your event log back to you: what changed, the segment carrying it, what it cost, and the ship that correlates. Your coding agent runs it over MCP. Commercial, hosted at smolanalytics.com.

How do I install smolanalytics?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is smolanalytics open source?

Yes — it is hosted on GitHub at https://github.com/Arjun0606/smolanalytics and has 3 stars.

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