Record your workflow
Capture your actions in the Windows application — click, type, navigate, save.
From Windows Apps to AI Automation
Turn any Windows application into an AI-ready tool.
Record your workflows, generate an MCP, and let AI agents control and automate your existing Windows software — without source code.
Record Windows actions → Generate an MCP tool → Automate with AI
How it works
From a Windows app to AI automation
Turn your existing software into an MCP tool in three simple steps.
Generate an MCP
MCP-Factory turns your recording into a reusable MCP tool.
Automate with AI
Connect to an MCP-compatible AI agent and run your recorded tasks automatically.
Use cases
Real-world automation for your business
Give AI access to your existing Windows software and save time on everyday tasks.
ERP &
Business Tools
Business Tools
Office &
Documents
Documents
Industry
Software
Software
Legacy
Applications
Applications
Custom
Workflows
Workflows
Frequently asked questions
Windows automation, explained.
How recording desktop workflows can help connect existing software to AI agents through the Model Context Protocol (MCP).
What is an MCP tool generator?
An MCP tool generator helps create tools that AI agents can call through the Model Context Protocol. MCP-Factory is being developed to turn recorded Windows workflows into reusable MCP tools.
How can AI agents interact with Windows desktop applications?
A recorded workflow describes actions such as clicking buttons, entering data, and navigating screens. Once exposed as an MCP tool, a compatible AI agent can request that workflow instead of interacting with the desktop manually.
Can MCP-Factory automate legacy software?
Legacy Windows applications are a primary use case, especially when they have no modern API. Actual compatibility depends on the application, its interface, and the actions being recorded.
Do I need programming skills to create MCP tools?
The goal is a record-first workflow that reduces the need to write custom integrations. Some applications or advanced automations may still require configuration or technical setup.
Can recorded workflows run locally?
Local execution is part of the intended approach, so workflows can interact with Windows applications on a machine where they are available. Remote execution and deployment options are still being designed.
From desktop workflow recording to AI automation: MCP-Factory focuses on Windows application automation, including ERP systems, internal business tools, and legacy desktop software. Record repeatable steps, generate an MCP-compatible interface, and make those workflows accessible to supported AI clients.
Be among the first.
Get early access, product updates and a chance to shape MCP-Factory with your use cases.