Explore early
Put an emerging protocol to the test as soon as its specification or authorized access allows.
RESEARCH SANDBOX / MCP APPS BUILDERS
Test what
comes next.
Our experimentation environment for exploring agentic protocols, prototyping experiences for people and agents, and learning from every test.
01
02
03✳
02
03✳
From protocol to experience.
MCPA2UIx402AG-UI
RESEARCH QUESTION
How does the agent discover, present and confirm an action?
01Discover capabilities
02Prototype the interface
03Observe the trace
DISCOVER → EXPERIMENT → BUILDUX × AX
THE LAB IN PRACTICE
Discover. Test.
Build.
Compare in context
Run the same scenario across protocols and observe what changes for the agent and for the person.
Build from evidence
Turn traces, constraints and findings into prototypes, then useful technology.
EVOLVING PROTOCOLS
Even the newest protocols.
We also test emerging specifications and, where authorized access exists, protocols reserved for platform partners. Each experiment has a clear scope: what the documentation permits, what partner access enables, and what remains to be discovered.
A QUESTION. AN IDEA. A FIRST STEP.
Let’s build
what’s next.
Platforms, product teams, researchers. Better experiences begin with a conversation.
Let’s talk