One endpoint. Assembled from anything in your catalog.
A deal desk agent needs an opportunity, an email thread, a Slack note and an invoice. Give it those five tools,not all 112.
Every run, the model chooses from five. Or your agent's context.
An agent's behaviour is shaped by what's in front of it. Narrow the field and the same run produces the same result — because there was only ever one sensiblecall to make.
Clear context
The window is for the work
Tool schemas stop crowding out the thing you're actually asking for. Around 400 tokens of definitions instead of 8,000 leaves the rest of the window for history, documents, and reasoning.
Just the right access
Capability is defined, not suggested
A system prompt asking the model not to delete is an instruction competing with everything else in context. A tool that isn't in the session has nothing to call, whatever the model decides.
Faster, more accurate
Fewer candidates, fewer wrong turns
A model choosing between five tools misfires less than one choosing between forty. Fewer wrong calls means fewer retry loops, which means the run finishes sooner and costs less.
Define it once. Mint a session per run.
The config is a one-time decision when you build the agent role. Everything after it happens per user, per run, and the endpoint your agent points at never changes.
Where a scoped pack earns its keep.
Background jobs, large user bases, live chat and multi-tenant apps all get more from a smaller tool set.
Nobody is watching
An unattended run has no one to catch a bad call before it lands, so the boundary has to hold on its own.
One job, ten thousand users
A nightly run across your whole base is one config and ten thousand sessions — no per-user setup in your scheduler.
Latency is visible
Smaller context and fewer wrong picks both shorten the wait, and the user is sitting there watching it.
Same code, every customer
You ship one set of agent roles. Isolation between tenants is enforced at the gateway, not in your business logic.
Build your first tool pack. It takes one call.
Free to start, no credit card. Pick the tools, mint a session, and point your agent atthe endpoint.
