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io.github.Arjun0606/smolanalytics

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

Analytics & BIGov0.92.1

smolanalytics

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

Installation

Source-derived launch command. Check the maintainer’s required arguments and credentials before running:

bash
docker run -i --rm ghcr.io/arjun0606/smolanalytics:v0.92.1

Set up in your AI client

Merge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.

json
{
  "mcpServers": {
    "io-github-arjun0606-smolanalytics": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/arjun0606/smolanalytics:v0.92.1"
      ]
    }
  }
}

Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.

Claude Desktop setup reference

Package

ghcr.io/arjun0606/smolanalytics:v0.92.1docker

Compatible MCP Clients

io.github.Arjun0606/smolanalytics works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.

  • Claude Desktop~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.
  • Cursor~/.cursor/mcp.jsonRestart Cursor for changes to take effect.
  • VS Code.vscode/mcp.jsonReload VS Code window for changes to take effect.
  • Windsurf~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect.
  • Claude Code.mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.

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