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MCP verified Apache-2.0 Self-run

Pymapdl Mcp

mcp-ansys-pymapdl-mcp · by ansys

PyMAPDL MCP Server

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Install

$ agentstack add mcp-ansys-pymapdl-mcp

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

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Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

PyMAPDL MCP Server

[](https://docs.pyansys.com/) [](https://www.python.org/) [](https://opensource.org/licenses/Apache-2.0)

PyMAPDL MCP Server provides a Model Context Protocol (MCP) server that enables AI assistants to interact with Ansys MAPDL (Mechanical APDL) through PyMAPDL. This server enables natural language interaction with MAPDL for finite element analysis tasks.

Overview

Key features:

  • Dynamic connection management: Launch new MAPDL instances, connect to existing ones, or disconnect on demand
  • Execute MAPDL commands: Run single commands or batch multiple commands for efficiency
  • Custom Python execution: Run arbitrary Python and PyMAPDL code in a persistent session
  • Advanced visualization: Create custom `matplotlib and pyvista` plots, or capture MAPDL native plots
  • Workflow guidance: Access comprehensive context and best practices for all phases of MAPDL simulations
  • Flexible deployment: Works with MAPDL running locally, remotely, or in Docker containers

https://github.com/user-attachments/assets/99b68fbd-2308-46a0-aa44-9684ae7400b7

Video 1: PyMAPDL MCP Demo

Your browser does not support the video tag.

Installation

For users

Install the latest release with:

pip install ansys-mapdl-mcp

Or run directly without installing using uvx:

uvx --from git+https://github.com/ansys/pymapdl-mcp ansys-mapdl-mcp

For developers

git clone https://github.com/ansys/pymapdl-mcp.git
cd pymapdl-mcp
pip install -e .[tests]

Usage

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

License

This project is licensed under the Apache 2.0 license agreement. See the [LICENSE](./LICENSE) file for details.

Resources

For general PyAnsys questions, email [pyansys.core@ansys.com](mailto:pyansys.core@ansys.com).

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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