Claude Code uses all your tools. It often searches and posts to Slack (via the MCP server), runs BigQuery queries to answer analytics questions (using bq CLI), grabs error logs from Sentry, etc. The Slack MCP configuration is checked into .mcp.json and shared with the team.

Original source on X