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MCP tools
10 posts about MCP tools by 8 contributors.
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- Contributors
- 8
Articles about MCP tools
- Article · AI Agents
Managing Thousands of MCP Tools Without Giving Every Agent Full Access
Learn how to manage large MCP tool catalogs with capability profiles, dynamic discovery, namespaces, risk levels, and least-privilege access controls for AI agents.
- Article · Google Cloud
Google Cloud Brings Data Agent Kit to Coding Agents Beyond Its Own IDEs
Learn how Google Cloud Data Agent Kit uses MCP tools and agent skills to connect AI coding agents with BigQuery, databases, pipelines, and other cloud data services.
- Article · AI Agents
MCP vs API: Understanding the Difference and When to Use Each
Understand the difference between APIs and MCP, including how MCP enables AI agents to discover and use tools while APIs provide structured application-to-application communication.
- Article · AI Agents
Model Context Protocol (MCP): The Bridge Between AI Models and the Real World
Learn what Model Context Protocol (MCP) is, how hosts, clients, servers, tools, resources, and prompts work, and how MCP connects AI agents with enterprise systems.
- Article · AI Agents
Benchmarking AI Tool Search Accuracy with Large Enterprise Tool Catalogs
Learn how to benchmark AI tool search accuracy across large enterprise tool catalogs by measuring selection accuracy, latency, token usage, and incorrect tool calls.
- Article · Claude
Claude in Microsoft Foundry: Benchmarking Tool Search vs Static Tools
Compare Claude tool search with static tool loading in Microsoft Foundry and measure tool selection accuracy, latency, token usage, and agent performance.
- Article · Security
AI Agent Supply-Chain Security for Third-Party MCP Tools
Secure AI agents by treating third-party MCP tools as software dependencies, applying least privilege, and robust governance.
- Article · C#
How to Build Custom MCP Servers in C# for Enterprise AI Applications
Learn how to build custom MCP servers in C# for enterprise AI applications. Discover MCP architecture, security best practices, tool development, authentication, and real-world integration patterns.
- Article · AI
What Is the Difference Between MCP Tools, Resources, and Prompts?
Explains how MCP tools, resources, and prompts differ, including their roles in AI workflows and practical examples of when to use each.
- Article · AI
Building Gradio MCP Servers: A Practical Guide
Gradio can expose MCP tools from standard Python apps with one flag.
