Every LinkedIn action, as an endpoint.
MCP, a REST API and webhooks. Connections, messages, sequences and reply drafts, all callable by the agent you already run.
A native MCP server
Claude,
Cursor,
Codex,
Clay,
n8n, or an orchestrator you wrote yourself. Create and launch sequences, read threads, post drafts, move stages. It is first-party, so it moves when the product moves, and it speaks the same objects the interface does.
A REST API for everything else
The same surface over HTTP: sending, drafting, enrollment, stages, sequences. Feature parity on every plan, the Sandbox included, so nothing you write against the Sandbox breaks when you connect a real account.
Webhooks on every event
Every reply, draft and stage change fires a webhook. Stage a thread as Booked and it lands in your CRM, Clay table or n8n flow before you switch tabs.
There is a pipeline here too: a kanban board beside the master inbox, and plenty of teams work their deals in it. It just does not ask to be your system of record.