Tool Discovery

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Articles: 5
Contributors: 4

Articles about Tool Discovery

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.
Vivek Kumar2d3,9721,000
Article · AI Agents
Building Internal AI Tools With a Central MCP Gateway

Design a central MCP gateway for internal AI agents, including tool routing, authentication, authorization, controlled discovery, logging, and failure handling.

Vivek Kumar2d2,6731,000

Article · AI Agents

Building an MCP Gateway for Hundreds of Internal Tools

Learn how to design an MCP gateway that centrally manages tool discovery, routing, authentication, authorization, and observability for large internal AI agent tool ecosystems.

Saurav Kumar3d4,9771,000

Article · AI Agents

Designing Tool Discovery Strategies for Large MCP Ecosystems

Scale enterprise MCP with dynamic tool discovery. Optimize LLM prompts, enhance security, and improve accuracy by surfacing relevant tools.

Ananya DesaiAug 53361,000

Article · AI Agents

Introduction to MCP: Understanding How Clients, Servers, and LLMs Work Together

MCP: A protocol connecting LLMs with external tools for safe & scalable AI agents. Learn how it enables reasoning, discovery, & execution in real-world systems.