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Obot AI

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Who's Managing Your Team's AI Client Sprawl?

Something we keep running into in conversations with engineering and security teams: nobody really knows what AI clients and MCP servers are running on their developers' machines.

It's not negligence — it happened fast. Six months ago it was one or two tools. Now it's Cursor, Claude Desktop, Copilot, Windsurf, and a handful of MCP servers someone installed from a GitHub README. Each with its own config, its own credentials, nobody with a full picture.

We've been thinking hard about this problem at Obot AI and it's part of what drove our latest release. But we're curious where others are at — is fleet-wide visibility into AI clients and MCP servers on your radar yet, or is your team still figuring out more basic AI tooling questions first?

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