Marketing: Content Refresh Brief Generation with Claude Code: MCP Tool Boundary

A production playbook for content refresh brief generation in marketing operations using Claude Code: mcp tool boundary, run-scoped inputs, logs, typed results, and artifacts.

Audience: Content marketing teams

The problem

Content marketing teams need content refresh brief generation to run repeatedly against old articles, analytics exports, product notes, and competitor examples. In marketing operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.

Implementation path

Expose only the MCP tools needed for content refresh brief generation, validate tool arguments, keep credentials in the owning service, and log each call outside the sandbox.

Tradeoffs and failure modes

Narrow tool boundaries reduce agent flexibility, but make the integration reviewable and supportable. For content refresh brief generation, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.

Tool policy

tool: marketing-content-refresh_lookup
agent: Claude Code
input_scope: /skill/.argo/inputs
credential_owner: broker
log_arguments: true
network_policy: allowlisted

Run this on Argo