mcpmatch

What it does

MCPMatch uses a two-stage process to pair a user's goal with tools from an MCP catalog.

How you can use it

You can test the demo online by typing an everyday request, like refunding a customer. The app searches a large list of tools in two steps. It first picks a broad group, such as finance, and then selects the specific tool.

To use this approach, first list your own app's tools and organize them into clear groups. A developer can then download the project and replace the forty sample tools with your custom list so the app matches your real tasks.