Autom8Labs has launched a set of 22 free MCP skills meant to give AI agents a structured method for working inside AEC software, with Revit as the main target. The release was reported by AEC Magazine on November 3, 2026.
What’s new
The skills are designed to work with Autom8Labs’ existing MCP connectors, which link AI agents to Revit, AutoCAD, Navisworks, Grasshopper, MicroStation, 3ds Max, Rhino, Civil 3D and Advance Steel. Where a connector exposes individual tools to an agent, a skill describes the sequence of steps and the checks the agent should follow to complete a task correctly.
According to AEC Magazine, most of the 22 skills focus on Revit. They cover family creation, scan-to-BIM, model health, structural and MEP work, coordination, site modelling and document control. James Gray of Autom8Labs presents the skills as a way to give agents a method, not only a list of tools.
The skills themselves are free. The report does not state the price of the MCP connectors they rely on, and it does not list which AI clients or models have been tested with them. Autodesk is not involved in the release.
Why it matters
MCP has quickly become the common way to connect AI agents to Revit. Autodesk offers its own Revit MCP server, still a technical preview that requires Revit 2027 with the 2027.2 update or later, and several open-source servers exist alongside commercial connectors. Giving an agent access to the Revit API is only part of the problem, though: agents often fail on multi-step tasks such as building a family or auditing a model because they do not follow a reliable order of operations.
Packaged skills that encode those workflows are one answer to that gap. For BIM managers testing agents, the practical questions are how well the skills hold up on real project models, how they handle errors, and what the connectors cost at scale. As with any tool that writes to a model, working on a copy of the project file first remains good practice.
Source
AEC Magazine: Autom8Labs launches AEC skills for AI agents (November 3, 2026)
Autodesk: Revit MCP server update (context on Autodesk’s own MCP server)
