MCP Use Cases
ChatGPT MCP Support: What It Means for Enterprise AI
ChatGPT now connects to any remote MCP server and executes write actions. Here is what enterprise IT teams need to govern before enabling it at scale.
MCP with Claude: Basics, Quick Tutorial, and Top 10 MCP Servers
What Is Model Context Protocol? Model Context Protocol (MCP) is an open-source standard from Anthropic that allows AI models, including Claude, to securely interact with local data, external tools, and databases, such as GitHub, Google Drive, or Slack. It functions as a connector (“bridge”) for components like Claude Desktop or Claude Code, enabling capabilities like […]
MCP Tutorial: Building an MCP Server and MCP Client, Step By Step
What Is Model Context Protocol (MCP)? MCP (Model Context Protocol) is an open-source standard that allows AI applications to connect to external systems in a structured and consistent way. It acts as a bridge between AI models and external tools, data sources, or workflows. With MCP, applications like ChatGPT or Claude can access local files, […]
MCP Tool Discovery: How It Works and 5 Tools to Know in 2026
What Is MCP Discovery? MCP Discovery refers to the process used to find, identify, and catalog MCP-enabled resources, tools, and services within an AI ecosystem that uses the Model Context Protocol (MCP). It’s the capability that lets an AI system or security team automatically locate all of the MCP servers, endpoints, APIs, and tool definitions […]
MCP vs Function Calling: 7 Key Differences and Using Them Together
Introducing Model Context Protocol (MCP) and Function Calling Function calling lets an LLM directly call predefined tools, while MCP (Model Context Protocol) standardizes how LLMs find, use, and manage many tools across different models and providers. MCP acts as a universal layer to decouple tools from the AI, making systems more modular, scalable, and easier […]
Understanding MCP Clients: The Basics and a Quick Tutorial
What Is a Model Context Protocol Client? An MCP Client is the client-side component of the Model Context Protocol (MCP), an open standard that lets AI applications like large language models (LLMs) connect to external tools, data sources, and services in a consistent, secure way. An MCP client is typically embedded in an LLM-powered application […]
MCP Compliance: Model Context Protocol in Regulated Industries
What Are Key Compliance Considerations for Model Context Protocol (MCP)? Model context protocol (MCP) compliance refers to the efforts to ensure an MCP server operates in accordance with regulatory, security, and data governance requirements. MCP servers allow AI models to interact with external resources, such as internal databases, applications, and APIs, by providing them with […]
MCP Security Best Practices: The Complete 2026 Guide
MCP security best practices for enterprises: six core risks, a five-layer defense-in-depth framework, and how to evaluate MCP security solutions.
MCP vs. A2A: Examples, Key Differences, and How to Choose
This is part of a series of articles about Model Context Protocol. Introducing MCP and A2A MCP (Model Context Protocol) and A2A (Agent-to-Agent Protocol) are both AI agent protocols that are considered complementary to each other. MCP focuses on an agent’s interaction with tools, while A2A focuses on collaboration between multiple agents. MCP allows an […]
Model Context Protocol: Principles, Use Cases, and Key Technologies
Learn what Model Context Protocol (MCP) is, how it enables AI models to connect with tools and data, and explore its architecture, use cases, and key technologies.
9 Amazing Model Context Protocol Use Cases in 2026
This is part of a series of articles about Model Context Protocol. What Are Common Uses Cases of Model Context Protocol (MCP)? Model Context Protocol (MCP) is an open interoperability standard for clear, structured communication between AI models, applications, and tools. It offers conventions and specifications for consistent management and exchange of contextual information across […]
Building with MCP: Anthropic Guidance and Code Execution in Claude
What Is the Model Context Protocol (MCP) by Anthropic? This is part of a series of articles about the Model Context Protocol. The model context protocol (MCP) is a framework introduced by Anthropic for its language models, such as Claude. MCP improves dynamic tool use by enabling language models to interact with code execution environments […]