Master the Model Context Protocol (MCP)
The way users interact with software is changing fast, and the Model Context Protocol (MCP) is at the center of that shift.
Instead of clicking through menus and forms, users are beginning to engage with applications through natural language, voice, and AI agents. But for AI to actually do anything useful, it needs more than just a chat box, it needs a structured way to understand and interact with your app's capabilities.
That’s exactly what MCP provides: a standardized interface for intelligent software. MCP defines how apps expose tools, resources, and context in a way that large language models (LLMs) and other agents can reliably consume.
It’s not just a protocol. It’s the new architecture of interaction.
Why MCP?
- Turn your app into an AI-native service. MCP lets LLMs discover what your app can do and invoke those capabilities directly. Securely, reliably, and at scale.
- Stop writing brittle wrappers and custom glue. With MCP, your features become composable and reusable across clients, agents, and other services.
- Build for the future of accessibility and automation. MCP enables entirely new experiences for users who don’t (or can't) use traditional UIs.
- Join the ecosystem. Just like REST and GraphQL opened your app to frontend developers, MCP opens it to AI.
This isn’t about bolting AI onto your app. It’s about rethinking how apps expose functionality in a world where LLMs are the new client.
The Workshops
Whether you’re just getting started or you’re ready to dive deep into advanced use cases, we’ve got a series of hands-on workshops to get you up and running with MCP:
✅ Fundamentals
Learn the core architecture, principles, and building blocks of MCP. Build and debug your first MCP server and get hands-on with real-world integrations. 👉 View Workshop →
💪 Advanced MCP Features
(Coming soon) Go beyond the basics of the MCP spec into more advanced features necessary for significant, real-world applications with MCP. 👉 View Workshop →
🔐 Remote with Authentication
(Coming soon) Learn how to securely expose tools and resources across networks and user boundaries, enabling authenticated, remote AI interaction.
🧪 Testing MCP Interfaces
(Coming soon) Learn how to validate, simulate, and assert correct behavior for your MCP server including standard testing practices you may be used to in addition to modern AI testing evaluations (evals).
🔍 Vectorized Search
(Coming soon) Expose embeddings and search tools through MCP to enable semantic retrieval and knowledge grounding within your app’s domain.
📊 Observability
(Coming soon) Understand what’s happening under the hood. Track requests, errors, usage, and model behaviors for your MCP server to improve reliability and transparency.
🤖 Agent-to-Agent Communication
(Coming soon) Explore patterns for enabling coordination between multiple MCP-aware agents and services, including workflows, delegation, and multi-step task resolution.
Be Part of the Shift
MCP is still in its early days, but adoption is growing fast. Developers who understand it now will be the ones shaping the future interaction layer of the web.
This isn’t a trend. It's growing in momentum all the time.
And now’s your chance to learn it while the ink is still drying.
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Let's architect a world where apps don't just wait for clicks They understand goals, act with context, and collaborate with every service your users depend on.