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Obot AI | Blog

Navigating MCP Architecture’s Awkward Adolescence

If you’ve been building with MCP for any length of time, you’ve probably already discovered that the protocol works exactly as advertised, and that working as advertised creates its own set of problems. The MCP architecture that solved the N×M integration nightmare has generated a new category of friction: context bloat from over-connected servers, static […]

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Obot AI | Blog

Fine-Grained MCP Access Control: Beyond Server-Level Permissions

Server-level MCP access control isn’t enough. Learn how tool-level permissions, IdP-mapped registries, and agent-scoped tool sets enforce least privilege at enterprise scale.

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Obot AI | Blog

What Your Security Team Will Ask Before Approving MCP in Production

Preparing for MCP enterprise security review? Here is every question your security team will ask about access controls, audit logs, credentials, and data and how to answer them.

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Obot AI | Blog

Shadow AI: Managing MCP Security in Automated Sales Teams

MCP security is no longer an abstract concern for IT teams planning future deployments. It’s a live problem running inside sales organizations right now, on personal accounts, without anyone’s approval.

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Obot AI | Blog

The Rise of Claude Code: Why MCP Governance Redefines Enterprise Security

The Claude Code ecosystem has crossed from interesting experiment to load-bearing platform. Here’s what that means for enterprise security, MCP governance, and the visibility gap growing underneath it all.

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Obot AI | Blog

MCP Enterprise IdP Integration for Third-Party Servers

Learn how to navigate MCP enterprise IdP integration, enabling efficient access for your team while reducing infrastructure burden.

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Obot AI | Blog

MCP Token Security: Why Your Clients Shouldn’t Hold OAuth Tokens

Understand MCP token security and learn how to effectively manage OAuth access tokens after client authentication.

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Obot AI | Blog

Why Enterprises Need MCP Governance Now

MCP governance is no longer a future-state concern. The infrastructure decisions organizations make in the next two quarters will determine whether their agent deployments are auditable, controllable, and secure, or whether they’re inheriting a sprawl problem that compounds faster than any team can manage manually.

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Obot AI | Blog

MCP Dynamic Client Registration: Why it Matters and How To Accomplish it with Entra

MCP Dynamic Client Registration is required by the MCP spec, but Microsoft Entra ID does not support it. Here’s what that means for enterprise deployments—and the control plane pattern that bridges the gap.

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Obot AI | Blog

How to Manage Multiple AI Coding Agents (Without Hand-Rolling Tools)

When you’re running Claude Code, Gemini, and Codex in parallel, the AI isn’t the slow part. You are. Teams managing multiple AI coding agents across parallel sessions discover that the real friction isn’t model capability — it’s coordination.

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Obot AI | Blog

MCP Management: What Comes After Building the Servers

MCP management is the hard part of enterprise AI adoption. Learn how to handle governance, access control, employee discovery, and security at scale.

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Obot AI | Blog

The Reality of MCP Security: A CTO Action Plan

Six concrete MCP attack patterns with documented mechanics, the adoption gap that concentrates current risk, and a layered defense framework that security and engineering teams can actually ship.

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