use cases
What people actually run it for
Each one is the sentences you type, the tools the agent picks, the numbers that govern it, and what goes wrong. No product blurb.
LinkedIn lead generation through an MCP server means the agent searches your own seat, imports your existing lists as suppression, researches each person, drafts messages you approve, and paces sending inside enforced caps. You review; it executes. No shadow database and no bought lists.
Cold outreach through an agent works when the signal comes first: the agent reads the person's profile and recent activity, names a real reason for the message in the opening line, keeps it to four lines, and queues it for your approval inside enforced daily caps.
Post engagement means the agent reads a prospect's recent posts and leaves a comment or reaction that is actually about the post, days before any invitation. It is the highest-leverage unpaid move on LinkedIn and the one humans skip because it does not scale by hand.
Importing a CSV turns everyone you have ever contacted into suppression memory on day one, so nobody receives a second first-touch. It is the single highest-value action when moving off another tool, and it takes one sentence.