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AVEVA Process Simulation MCP servers and AI agent skills

One academic MCP server, APS-Agent from a university research group, lets an agent connect to AVEVA Process Simulation on Windows and create and run simulations through the Python scripting components of the AVEVA SDK. It ships as compiled modules for Python 3.13 only and doesn't list supported APS versions. AVEVA has announced MCP plans for its operations and data products, not for Process Simulation.

  • No official AVEVA server yet.
  • 1 MCP server listed.
AVEVA1 serverChecked 4 Nov 2026

Integrations for AVEVA Process Simulation

Community and commercial servers

MCP serverCommunity

APS-Agent (AVEVA MCP Server)by gsi-lab

An academic MCP server that lets an agent create and run AVEVA Process Simulation models.

LocalWindowsNeeds a AVEVA Process Simulation licenceCan modify models6· updated 5 months ago

Listings are sorted by origin, then by recent activity. GitHub data is refreshed nightly. Nothing here is ranked.

How AI connects to AVEVA Process Simulation

An MCP server or skill can only do what AVEVA Process Simulation lets programs do. AVEVA Process Simulation exposes 2 automation interfaces:

  • Built-in Python scripting (Python): AVEVA describes Process Simulation as having built-in Python scripting for writing open models and integrating new technology, and it can apply externally trained machine-learning models. APS-Agent reaches the simulator through the simcentralconnect package from the AVEVA SDK, which it tells you to install separately and test with a one-line import. The SDK reference isn't on AVEVA's public docs site; it comes with the product. Documentation
  • AVEVA Integration Service SimulationClient (C#) (.NET): AVEVA's Integration Service Data API SDK includes a SimulationClient class that talks to simulation products, and its documentation says it supports both SimCentral and PRO/II simulations. It is the public, documented route for a C# integration that needs to exchange data with simulation cases rather than drive the modelling interface. Documentation

What AVEVA offers

At AVEVA World in May 2026, AVEVA said it would bring MCP integrations and AI server and client management to its on-premises and cloud systems, in the context of its data infrastructure and operations products. The announcement doesn't mention Process Simulation, and AVEVA hasn't released an MCP server for it as of this check.

Checked 4 Nov 2026. Sources: AVEVA press release, AVEVA World 2026 AI capabilities

What you can do with AVEVA Process Simulation and AI

  • Connect to a local AVEVA Process Simulation installation from Claude Desktop or Cursor and create a new simulation from a natural-language request.
  • Set up a simple flowsheet from a description of the units and streams, following the research group's paper on LLM agents for process simulation.
  • Run the server over SSE or streamable HTTP on a port, so a web-based MCP client can reach it.
  • Use the published paper and demo to judge how far an agent can go with APS before you build your own integration.
  • Check that the SDK's Python components are reachable with the README's one-line import test before an agent session, which is the first thing to fail on a new machine.

Taken from the listings' own documentation. Check each listing for exactly what it supports.

Installing

The listings here document setup for Claude Desktop and Cursor. Install steps, copied from each project's own documentation, are on each listing's page. Most AVEVA Process Simulation integrations run on your own computer next to AVEVA Process Simulation, so you need AVEVA Process Simulation installed and licensed on the same machine unless the listing says otherwise.

Questions

Is there an official AVEVA Process Simulation MCP server?

No. AVEVA's announced MCP work targets its data and operations software. APS-Agent is an academic project by gsi-lab released alongside a 2026 paper by Liang, Groll and Sin.

Can I read or change APS-Agent's code?

Only the launcher and tool definitions are plain Python. The working logic is shipped as compiled .pyd files built for Python 3.13, so you can run it but not easily inspect or extend it, even though the repository is MIT-licensed.

What do I need installed?

Windows 10 or 11, Python 3.13 64-bit, a licensed AVEVA Process Simulation with its SDK Python components, and the packages in the repository's requirements file.

Does APS-Agent work with the cloud edition on AVEVA CONNECT?

The README only describes a local Windows installation with the SDK, so assume it doesn't until the authors say otherwise.

AI-generated models, drawings and results must be checked by a qualified engineer before use.

Sources (checked 4 Nov 2026): AVEVA Process Simulation product page · AVEVA Integration Service, SimulationClient · gsi-lab/APS-Agent README · AVEVA press release, AVEVA World 2026 AI capabilities · AVEVA Process Simulation product page

AVEVA Process Simulation is a trademark of AVEVA. Tresca is independent and not affiliated with or endorsed by AVEVA.