# Markifact: Documentation

## Documentation

- [Documentation / Operations (1173 pages)](https://docs.markifact.com/_llms/documentation/operations.md): Documentation for Documentation / Operations.

### Get Started

- [Introduction](https://docs.markifact.com/index.md): Build marketing workflows with AI copilot, run tasks with AI agents, and use Markifact from your favorite AI tools via MCP, all in one platform.
- [Quickstart](https://docs.markifact.com/quickstart.md): Build your first automated marketing workflow in under 10 minutes using Markifact.

#### Core Concepts

- [Glossary](https://docs.markifact.com/core-concepts/glossary.md): A quick reference to key concepts in Markifact — including workflows, nodes, triggers, AI agents, credits, and more.
- [Agent vs MCP vs Workflow](https://docs.markifact.com/core-concepts/agent-vs-mcp-vs-workflow.md): Markifact gives you three ways to run the same marketing operations. This guide explains how they differ and helps you pick the right one for the job.
- [Node](https://docs.markifact.com/core-concepts/node.md): Learn how nodes work in Markifact, how they pass data, and how to inspect inputs and outputs.
- [Templates](https://docs.markifact.com/core-concepts/templates.md): Learn about Markifact's two template types: public templates in our curated library and private shared workflows for teams and collaborators.
- [Runs & Logs](https://docs.markifact.com/core-concepts/runs-logs.md): Understand Markifact workflow execution history, logs, and how long your run data is retained based on your plan.
- [Credits & Usage](https://docs.markifact.com/core-concepts/credits.md): Understand how Markifact credits work, how they’re consumed, and how to manage usage efficiently.
- [Connections](https://docs.markifact.com/core-concepts/connections.md): Learn how to connect external platforms to Markifact and manage your existing connections.
- [Bring Your Own API Keys](https://docs.markifact.com/core-concepts/bring-your-own-keys.md): Learn how to connect your own AI provider API keys to Markifact and reduce credit costs.
- [White-label Connections](https://docs.markifact.com/core-concepts/white-label-connections.md): Connect every Google channel, every Meta channel, TikTok, Pinterest, Reddit Ads, Snapchat Ads, Amazon Ads, Spotify Ads, X Ads, LinkedIn Ads, Microsoft Ads and Slack through your own apps so Markifact never appears in your clients' accounts. Available on the Team plan.
- [Custom Google Cloud App](https://docs.markifact.com/core-concepts/custom-google-app.md): Create your own Google Cloud OAuth client and mint a refresh token so any Google connection in Markifact runs under your app (white-label).
- [Custom Meta App](https://docs.markifact.com/core-concepts/custom-meta-app.md): Create your own Meta app and a Business Manager System User token so Meta Ads, Facebook and Instagram connections in Markifact run under your app (white-label).
- [Custom Pinterest App](https://docs.markifact.com/core-concepts/custom-pinterest-app.md): Create your own Pinterest app and mint a refresh token so Pinterest Ads and Pinterest organic connections in Markifact run under your app (white-label).
- [AI Agents](https://docs.markifact.com/core-concepts/agent.md): Learn how AI agents work in Markifact — from task execution and approvals to sharing conversations with your team, branching them, custom agents, and credit usage.
- [Agent Skills](https://docs.markifact.com/core-concepts/agent-skills.md): Learn what agent skills are in Markifact, when to use them, how to create them, and how to structure them for reliable reuse.
- [Agent Memory](https://docs.markifact.com/core-concepts/agent-memory.md): Learn how agent memory works in Markifact, what the agent saves on its own, how to add your own context, and how memory differs from instructions and skills.
- [MCP Servers](https://docs.markifact.com/core-concepts/mcp.md): Use Markifact's 1000+ marketing operations directly from Claude, ChatGPT, Cursor, and other AI clients via the Model Context Protocol (MCP).
- [Canvas Shortcuts](https://docs.markifact.com/core-concepts/canvas-shortcuts.md): Learn keyboard shortcuts and canvas interactions to build workflows faster in Markifact.
- [Error Handling](https://docs.markifact.com/core-concepts/error-handling.md): Configure how your workflows handle node failures with automatic retries and continuation settings
- [System Limits & Quotas](https://docs.markifact.com/core-concepts/system-limits.md): Understanding Markifact data limits, execution history, and workflow runtime constraints.

### Guides

- [Automate Ad Reporting to Google Slides](https://docs.markifact.com/guides/automate-ads-reporting-to-slides.md): Learn how to automate each element of your ad reports - tables, charts, text, and scorecards - using Google Ads data as an example.
- [Combine Multi-Platform Ad Data for Google Slides](https://docs.markifact.com/guides/combine-multi-platform-data-slides.md): Learn how to blend data from Google Ads, Meta Ads, LinkedIn Ads, and other platforms into unified tables and insights for your slide presentations.