---
title: "Markup AI integration for LuumenAI"
url: "https://www.luumen.ai/integrations/markup-ai/"
entity: SoftwareIntegration
category: "AI & automation"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Markup AI integration for LuumenAI

Check drafts against your brand voice, terminology, and style targets

## What LuumenAI can do with Markup AI

LuumenAI connects to Markup AI with an API token and exposes 10 tools (9 read-only · 1 write). Reads answer immediately; writes are shown as a plan and require approval by default, configurable per tool by an administrator.

## Key facts

- Authentication: API token
- Tools available: 10 tools (9 read-only · 1 write)
- Plan: available on all plans
- Category: AI & automation

## About Markup AI with LuumenAI

Connect Markup AI and Luumen can see the content agents your organization has published, along with the personas, brand voice profiles, style guides, and terminology sets behind them. Ask what a profile actually enforces, or which terms apply to a draft. When you want a document evaluated, Luumen runs the agent you picked and brings back the result.

## Example tools

Read-only (9 in total):

- `MARKUP_AI_GET_AGENT` — Get one agent's metadata and complete runtime input and output JSON Schemas before executing it.
- `MARKUP_AI_GET_ANALYSIS_PROFILE` — Get one persona, brand voice profile, style target, or style guide by ID, including detailed configuration needed to understand its effect on analysis.
- `MARKUP_AI_GET_WORKFLOW` — Get the current status and result of an asynchronous agent workflow by ID.
- `MARKUP_AI_LIST_AGENT_CATEGORIES` — Return all agent categories available to the connected organization for discovery and agent-list filtering.
- `MARKUP_AI_LIST_AGENTS` — Discover Markup AI agents available to the connected organization, optionally filtered by category.
- `MARKUP_AI_LIST_ANALYSIS_PROFILES` — List selectable persona, brand voice, style guide, style target, or content profile resources used to configure agent runs.
- `MARKUP_AI_LIST_TERMINOLOGY_RESOURCES` — List terminology term sets or domains with filters and cursor-controlled pagination.
- `MARKUP_AI_LIST_WORKFLOWS` — List one cursor-controlled page of agent execution workflows, optionally filtering that page by status, stable agent name, or creation time.

Write and destructive (1 in total, approval required by default):

- `MARKUP_AI_RUN_AGENT` — Run one selected Markup AI agent against document text, synchronously or asynchronously.

## Frequently asked questions

### How does LuumenAI connect to Markup AI?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

### Can LuumenAI change things in Markup AI on its own?

Read actions answer immediately. Anything that writes is shown as a plan and requires approval by default. Administrators configure that per tool.

### Is there an audit trail?

Every call to Markup AI — read or write, approved or declined — is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/markup-ai/