Security & Governance

MCP Security for Enterprise AI Agents

Give agents access to your systems without giving them the keys. Least-privilege tools, prompt-injection defenses, approval gates, and immutable audit logs: reviewed by your security team, deployed in your VPC.

What is MCP security?

The Answer

MCP security is the hardening of Model Context Protocol servers — the layer that connects AI agents to your systems — against the risks that come with giving a model the ability to act. It covers authentication and least-privilege tool scoping, prompt-injection and confused-deputy defenses, human-in-the-loop approval on state-changing actions, and immutable audit logging, so an agent can only do what you explicitly authorized and every call is provable after the fact.

What you get

Three outcomes we commit to before we start.

01

Least-privilege tools, not raw keys

Agents get a small, reviewed set of scoped tools mapped to your IAM — never raw API keys or open query access. The blast radius of a compromised or misled agent is bounded by design.

02

Defended against prompt injection

Untrusted content can't silently escalate an agent's privileges. We separate instructions from data, gate state-changing actions behind human approval, and treat tool output as untrusted, closing the confused-deputy path attackers rely on.

03

Provable after the fact

Every tool call is logged immutably with the who, what, and why. When security or compliance asks what an agent did last Tuesday, the answer is a query, not an investigation.

The Guaranteed Production Pilot

Fixed scope · Written target

A production MCP Security system in your VPC: audited, documented, owned by your team.

Not a slide deck and not a sandbox demo: a working MCP Security deployment inside your own cloud boundary, mapped to your compliance controls and handed over with the schema, the eval harness, and the runbook.

Speed

Architecture and success criteria signed off in week one. First working slice running in your environment inside 30 days.

Zero effort

Fully done for you. Our senior squad owns ontology, build, evals, and compliance mapping: your team reviews and signs off, nothing more.

Risk reversal

Fixed scope, fixed price, and a measurable success target agreed in writing before we start. Miss the target and you don't pay for the pilot.

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Service FAQ

People also ask about mcp security.

The main ones: over-broad tool scope (an agent that can do more than intended), prompt injection (untrusted content steering the agent), the confused-deputy problem (the agent using its privileges on an attacker's behalf), secrets leakage, and missing audit trails. MCP security engineering closes each of these deliberately.