smolanalytics: analytics you ask from your editor, answers CI-tested to match the dashboard
About
Ask your own coding agent about your product's analytics: 82 tools over one MIT Go binary that does funnels, retention, paths, cohorts, flags, A/B and AI-visibility, with every answer computed from your events rather than generated.
Details
- Author
- Arjun0606
- Downloads
- 368
- Categories
- Developer Tools, Search
Jump to
- 47 tools and 13 prompts for comprehensive analytics
- Funnels, retention, paths, cohorts, web analytics, GSC, alerts
- One binary, no cluster required
- Data never leaves your machine
- Answers are computed and CI‑tested to match the dashboard
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
smolanalytics: analytics you ask from your editor, answers CI-tested to match the dashboardCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install the single binary or run the demo with docker run -p 8080:8080 ghcr.io/arjun0606/smoleanalytics demo. Connect as a remote MCP server via streamable HTTP at POST https://YOUR_HOST/mcp with Authorization: Bearer <write key>. In your editor, ask natural‑language questions; the server returns verified answers without generating SQL.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"smolanalytics: analytics you ask from your editor, answers ci-tested to match the dashboard": {
"smolanalytics": {
"command": "smolanalytics",
"args": [
"mcp"
],
"env": {
"SMOLANALYTICS_DB": "/path/to/events.log"
}
}
}
}
}
McpServers
{
"smolanalytics": {
"command": "smolanalytics",
"args": [
"mcp"
],
"env": {
"SMOLANALYTICS_DB": "/path/to/events.log"
}
}
}
Analytics that investigates your product for you. What changed, who it hit, what it cost, what shipped near it.
smolanalytics is commercial software. The hosted product atsmolanalytics.comis the way to use it: a 14-day full trial with no card, then from $19/mo, with each project running as its own isolated instance.
- 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.backtestre-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 — includinginvestigate, which returns the whole desk in one call, andmark_finding_acted, which closes the loop from your editor. Deterministic reports, never generated SQL.
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