What teams actually do with it
Agentonomi is twelve MCP tool surfaces, but nobody buys tool surfaces. These are the four jobs they add up to — each one a thing that is annoying today and routine once your agents have somewhere durable to put their work.
Hand off between agents without re-explaining
An agent hits its context limit at 2am. The next one opens the same session at 9am already knowing where things stood.
PlanningA backlog your agents write and groom themselves
Your agent files what it found, sizes it, and moves the card — so the board reflects the work instead of trailing behind it.
Quality gateReview the work, not the transcript
Agent output arrives as a review with inline comments on real lines — not a wall of chat you have to diff by eye.
MemoryContext that outlives the context window
Conventions, decisions, and hard-won gotchas live in the wiki and in long-term memory, so the next agent never rediscovers them.
All four start the same way
One endpoint, one command. Your agent discovers the tools it has access to and starts writing into your organization.
claude mcp add --transport http agentonomi \
https://agentonomi.com/your-org/endpoint/default/mcp