Winners Built With MCP

Describe what you want to ship in natural language; Wayfinder gathers freight rates, tariffs, regulations and logistics risks in one place.

An AI scrum assistant: forward an email with meeting transcripts and it extracts sprint goals, epics and stories, enriches them via the Microsoft Learn MCP server, and files issues in Jira Cloud through a Jira MCP server — reportedly cutting sprint prep time by about 70%.

An autonomous IT service desk for small businesses: a SharePoint portal feeds a Copilot Studio triage agent via Power Automate, managers approve with one tap in Teams, and actions execute through least-privilege Microsoft Graph calls — with the whole stack built and maintained by AI agents under a single person's supervision.

A Kubernetes-native platform that federates several MCP servers behind a single endpoint, letting IDEs and AI clients query MIMIC-IV clinical data securely through agents, tools and service discovery.

Kubernetes-native governance for MCP infrastructure: it watches agentgateway and kagent resources, scores security posture per MCP server, and explains the risks using Gemini or Ollama.

A full-stack e-commerce site built to demonstrate MCP authentication and authorization. agentgateway, Keycloak JWTs and CEL rules are enforced at the protocol layer, so agents cannot route around the security boundary.