Welcome to reShapr docs

Choose the path that matches where you want to run reShapr. Each path starts with an existing environment, states the result you can reach now, and points to the next useful task.

Choose your path

Try online

Start in the hosted environment. Result: create an MCP endpoint and call a live weather Tool.

Develop locally

Start reShapr with Docker or Podman. Result: create an MCP endpoint and call a Tool through your local Gateway.

Deploy and operate on Kubernetes

Install the controllers and reconcile an MCP endpoint from Git-managed Kubernetes resources.

Design the right interface

Control context

Retain, patch, or convert tool outputs before they reach the model.

Review security controls

Understand endpoint authentication, backend credentials, trust boundaries, and current limits.

Find a product interface

Open the canonical API, CLI, Kubernetes, or Helm contract without relying on copied details.