smolanalytics

MCP serverWeb & browsing

End-to-end tests from one sentence: an agent drives a real browser, and passing runs replay free.

Unavailable. This server has no hosted endpoint yet, so ahel can't serve it.

Connect ahel once, and every AI you use reads what you have installed.

From the project's README

As published by arjun0606/smolanalytics in README.md.

Analytics that investigates your product for you. What changed, who it hit, what it cost, what shipped near it.

smolanalytics.com · Live demo · Docs

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

Signals

GitHub stars
3
Forks
1
Last commit
Sep 2026
Weekly downloads
719
Advanced
Delivery
smolanalytics MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-arjun0606-smolanalytics
Source
github.com/arjun0606/smolanalytics