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Model Context Protocol (MCP) server for Ansys Mechanical through PyMechanical

Project description

PyMechanical-MCP

PyAnsys Python Apache

PyMechanical-MCP provides a Model Context Protocol (MCP) server that enables AI assistants to interact with Ansys Mechanical through PyMechanical. Use natural language to set up, solve, and postprocess structural, thermal, and multiphysics simulations.

Overview

Key features:

  • Manage Mechanical sessions by launching new instances or connecting to existing ones
  • Run Mechanical scripting workflows through the Mechanical API
  • Execute custom Python and PyMechanical code in a persistent session
  • Export results, capture screenshots, and create custom plots
  • Retrieve built-in guidance for common Mechanical workflow steps
  • Work with local, remote, or containerized Mechanical deployments

Tool surface

You can use 21 tools exposed by the server, grouped as follows:

Group Tools
Connection and lifecycle check_mechanical_status, check_mechanical_installed, launch_mechanical, connect_to_mechanical, disconnect_from_mechanical, list_mechanical_instances
File and project management list_files, upload_file, download_file, clear_mechanical, save_project, open_project
Mechanical scripting and solve run_python_script, solve_analysis, get_model_info, export_results
Visualization and diagnostics screenshot, create_custom_plot, get_mechanical_logs
Persistent Python execution run_python_code
Workflow guidance get_guidelines_for

The server also exposes an MCP resource, files://mechanical/working_directory, that returns the working directory of the connected Mechanical instance.

Installation

For users

Install the latest release with:

pip install ansys-mechanical-mcp

Or run directly without installing by using uvx:

uvx --index-strategy unsafe-best-match --from git+https://github.com/ansys/pymechanical-mcp ansys-mechanical-mcp

For developers

git clone https://github.com/ansys/pymechanical-mcp.git
cd pymechanical-mcp
pip install -e ".[dev]"

Usage

For step-by-step setup instructions for VS Code, Claude Code, Claude Desktop, and other MCP-compatible clients, see IDE and client configuration in the documentation.

Configuration

Use STDIO for local MCP clients. Use HTTP transport for remote access in trusted networks or behind infrastructure that provides authentication and TLS.

Run with default STDIO transport:

ansys-mechanical-mcp

Run with HTTP transport:

ansys-mechanical-mcp --transport http --http-host 127.0.0.1 --http-port 8080

Common configuration options:

Option Description
--transport MCP transport type: stdio or http
--ip, --port Mechanical connection target for connect_on_startup or defaults
--connect-on-startup Connect to Mechanical when the MCP server starts
--transport-mode gRPC mode: auto, insecure, mtls, wnua
--certs-dir Directory containing mTLS certificates (ca.crt, client.crt, client.key)
--cors-origins Comma-separated allowed origins for HTTP transport

Environment variables:

Variable Description
PYMECHANICAL_TRANSPORT_MODE Default gRPC transport mode when --transport-mode is not set
ANSYS_GRPC_CERTIFICATES Default certificate directory when --certs-dir is not set
PYMECHANICAL_IP, PYMECHANICAL_PORT Docker connection defaults used by connection and discovery tools

License

This project is licensed under the Apache 2.0 license agreement. See the LICENSE file for details.

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