Smolanalytics MCP server

Read from the package source without running it. The installed server may list more.

• can_i_shipwrite action

  Run the suite and answer whether it is safe to ship, INCLUDING what was not checked — flows whose recordings went stale, tests that were flaky and therefore prove nothing, tests skipped by --since, and runs that errored on our side. Use this before merging or releasing. This is the only tool that reports the gaps rather than just the failures.

• list_tests

  List the tests that exist, with the plain-English sentence each one checks and whether it has a recording. Use this to find out what is already covered before writing a new test, or to tell the user what this project verifies.

• run_testswrite action

  Run the end-to-end suite against a URL and return the verdict for every test. Use this after changing the app to find out whether a user flow still works. Returns passed/failed/stale/errored/flaky per test — 'stale' means a recording stopped fitting and the flow was NOT verified, and 'errored' means this runner failed, not the app. Costs model calls when a recording is missing or stale.

• Code scan38 source files scanned25/25
• –Live reliabilityno gateway calls yet and no remote to proben/a
• –Tool poisoningtools not inspected (local package is not executed); not countedn/a
• Auth qualitystatic API keys via environment variables6/15
• Maintenancelast push 11 days ago15/15
• Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Smolanalytics: common questions

Is Smolanalytics MCP server safe?

Mostly: it is graded B (83/100). Read the Smolanalytics safety report

How do I install Smolanalytics?

It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.

Does Smolanalytics need an API key?

Yes. The registry entry asks for ANTHROPIC_API_KEY.

Is Smolanalytics maintained?

The last commit was 11 days ago (2026-09-09). The latest release is v0.92.1.

What can I use instead of Smolanalytics?

Servers from other publishers that do the same job: Agent360 Browser MCP server, Vibe Test — Browser Testing Agent MCP server and Clickcast MCP server. Compare all Smolanalytics alternatives.