Let agents use
your application.
Your customers are starting to bring AI agents to the web. I help you give those agents clear ways to use your application's features, with the user involved and the result visible.
Start with one workflow. Agree on scope, price, and timing before implementation.
A clearer path through your product.
WebMCP lets a page describe actions an agent can call: find an available appointment, configure a product, or prepare a support request. The application handles the action using its own logic.
That can reduce the work an agent spends interpreting buttons and forms. The useful question is whether it helps your customers finish a particular task. A pilot gives us a way to find out.
What the pilot includes
Choose the task
Identify a useful customer journey, check browser and agent fit, and record how the task performs today. If an API or an MCP server is a better fit, that's part of the assessment.
Build the integration
Define focused tools, connect existing application logic, validate inputs, and keep the interface in sync. Preserve account permissions and require review before consequential actions.
Test and hand it over
Run the agreed task set with and without WebMCP. Report completion, time, and human corrections, alongside failure cases, browser coverage, and maintenance notes.
See the approach in a small application.
The project-brief planner on this site lets you and a supported agent prepare the same draft. Agent changes appear in the form and the brief. You decide whether to download it or open an email.
It's a working demonstration of shared state and tool design. Client workflow performance is measured separately during a pilot.
You can also use six tools across this site to explore my work, services, writing, and résumé, or prepare an inquiry for review.
What to expect today
WebMCP is an emerging standard. Support varies by browser and agent, and its API is still changing. We'll name the supported environments in the pilot and keep the ordinary interface usable. The implementation tracker records current availability.
Adding tools doesn't guarantee search rankings, referrals from AI assistants, or a particular conversion increase. Those are separate outcomes that need evidence.
Have a workflow in mind?
Send the application URL, the task a customer needs to complete, and where the current experience gets difficult. I can use that to propose a focused first step.