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MCP vs API: Simplifying AI Agent Integration with External Data
IBM’s video pits two integration patterns—generic REST APIs and the purpose‑built Model Context Protocol (MCP)—against the real‑world demands of AI agents
What to Know About Model Context Protocol
3 Questions the Forbes Article Answers:
❓ 1. Why did Anthropic create MCP?
⚡2. How quickly can my team plug it in?
🚦 3. What could go wrong—and how do we avoid it?
Does MCP Kill Vector Search?
3 Design Questions the LlamaIndex Article Answers:
🔍 1. When can you safely punt structured queries to federated MCP, and when do you still need a unified index?
⚡️ 2. What performance and UX trade-offs arise between federated calls vs. centralized RAG?
🧩 3. How do you architect a hybrid pipeline that leverages the strengths of both?
Seizing the Agentic AI Advantage
3 Questions the McKinsey Report Answers:
❓ 1. Why hasn’t Gen AI moved the profit needle yet?
⚡ 2. How do AI Agents break the paradox?
🚀 3. What must the CEO do to seize the agentic edge?
Securing AI Tooling with MCP + CTEM
3 Questions the Forbes Article Answers:
🤖 1. How is MCP reshaping AI—and your risk profile?
⚠️ 2. What new vulnerabilities ride in with MCP?
🔒 3. How does CTEM close the gaps?
Which MCP Server is for me?
3 Selection Criteria the Medium Article Presents:
🔌 1. Where will the server run?
☕ 2. Which language runtime lines up with your team and compliance rules?
🛡️ 3. How will you handle state, security, and future protocol changes?
Implementing Identity-Aware MCP Servers
3 Questions the Medium Article Answers:
🔑 1. Which OAuth 2.0 roles and grant flows actually matter for an MCP stack?
🔒 2. How do tokens flow through an identity-aware MCP call path?
🛠️ 3. What implementation hurdles show up in real life?
AI, Context & Code – The Quiet Revolution
3 Questions the Forbes Article Answers:
❓ 1. Why does AI still feel clever but clueless?
⚡ 2. How does MCP supply that missing layer?
🚀 3. What happens when interfaces vanish and context chooses for us?
Windows is getting support for MCP – the ‘USB-C of AI apps’
3 Questions The Verge Article Answers:
🔌 1. Why is Microsoft wiring MCP into Windows?
🛠 2. How will MCP actually work inside Windows?
🔒 3. What risks should we watch—and how is Microsoft addressing them?
OpenAI Adopts Anthropic’s MCP Standard
3 Questions the TechCrunch Article Answers:
❓ 1. Why is OpenAI embracing a rival’s standard?
⚡ 2. What exactly will developers and users get?
🚀 3. How does this reshape the competitive landscape?