Ansys MCP Server

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Give Claude Code CLI direct control over Ansys engineering simulations.

This MCP (Model Context Protocol) server wraps PyAnsys into 24 tools that Claude Code can call — run CFD in Fluent, crush FEA in Mechanical, drive MAPDL, post-process with DPF, and mesh with Prime. No more clicking through Workbench. Just describe what you want in plain language.

🎯 What makes this different: It's not a chatbot wrapper. It's not a documentation scraper. It gives Claude Code real, programmatic access to the Ansys solver process — the same API that PyAnsys uses internally. On a machine with Ansys installed and licensed, it actually launches and controls the solvers.

🎬 Quick Demo

User: "Simulate water flow in a 10cm pipe, 2m long, inlet velocity 5 m/s, steel walls, 300K"

Claude Code (via Ansys MCP):
  1. ansys_examples("pipe_flow")           ← finds the right setup pattern
  2. ansys_mesh_generate(pipe.stp, ...)    ← generates 500k-cell mesh
  3. ansys_set_material(water, steel)      ← assigns materials
  4. ansys_set_boundary_conditions(...)    ← velocity-inlet, pressure-outlet
  5. ansys_set_parameters(k-epsilon, ...)  ← configures turbulence model
  6. ansys_run_simulation(...)             ← launches Fluent with license
  7. ansys_get_convergence()               ← monitors residuals
  8. ansys_get_field_data("velocity")      ← extracts velocity field
  9. ansys_export_results(VTK)             ← exports for ParaView

All from one sentence. No scripting, no TUI commands, no Workbench clicking.

🚀 Installation (2 minutes)

Prerequisites

• Python 3.10+
• Ansys installed and licensed (Fluent, Mechanical, or MAPDL)
• Claude Code CLI

Option 1: One-command installer

# Clone
git clone https://github.com/vorobjewsen30-max/ansys-mcp-server.git
cd ansys-mcp-server

# Install + configure Claude Code automatically
./install.sh                    # Linux / Mac
# install.bat                   # Windows

The installer:

1. Creates a .venv virtual environment
2. Installs mcp SDK
3. Optionally installs PyAnsys packages (install.sh install-all for everything)
4. Writes Claude Code config to ~/.claude/settings.json

Option 2: Manual

# 1. Create venv
python3 -m venv .venv && source .venv/bin/activate

# 2. Install MCP SDK
pip install mcp

# 3. Install PyAnsys for your product(s)
pip install ansys-fluent-core        # CFD
pip install ansys-mapdl-core         # Structural / APDL
pip install ansys-dpf-core           # Post-processing
pip install ansys-meshing-prime      # Meshing

# 4. Configure Claude Code CLI (~/.claude/settings.json)
# Add this to ~/.claude/settings.json:

{
  "mcpServers": {
    "ansys": {
      "command": "/path/to/ansys-mcp-server/.venv/bin/python",
      "args": ["-m", "ansys_mcp_server.server"],
      "cwd": "/path/to/ansys-mcp-server/src"
    }
  }
}

# 5. Restart Claude Code CLI — done!

Option 3: pip install

pip install git+https://github.com/vorobjewsen30-max/ansys-mcp-server.git

# Then add to Claude Code config:
# "command": "ansys-mcp-server"

🧰 Tools (24 total)

🚀 Simulation Management

Tool	What it does
ansys_list_packages	Check which PyAnsys packages are installed
ansys_run_simulation	Launch a simulation (Fluent / Mechanical / MAPDL)
ansys_get_simulation_status	Get status of a running simulation
ansys_stop_simulation	Stop a simulation gracefully
ansys_watch_simulation	Monitor convergence live

🔧 Mesh Operations

Tool	What it does
ansys_mesh_info	Get mesh statistics (nodes, elements, quality)
ansys_mesh_generate	Generate mesh from geometry (STP, IGES, SCDOC)
ansys_mesh_refine	Refine mesh globally or by region
ansys_mesh_quality	Run quality diagnostics (skewness, aspect ratio, etc.)
ansys_mesh_convert	Convert between mesh formats (MSH ↔ CDB ↔ VTU)

📊 Results Processing

Tool	What it does
ansys_get_results_summary	List all available result fields
ansys_get_field_data	Extract field data at probe points (stress, velocity, temp…)
ansys_export_results	Export to CSV / VTK / HDF5 / NPZ
ansys_get_convergence	Get convergence history (residuals)
ansys_create_report	Auto-generate simulation report (MD/HTML/PDF)

⚙️ Model Configuration

Tool	What it does
ansys_set_parameters	Set solver settings, models, numerics
ansys_get_parameters	Read current simulation parameters
ansys_set_boundary_conditions	Create/modify BCs (inlet, outlet, wall, force…)
ansys_list_boundary_conditions	List all BCs in the model
ansys_set_material	Assign materials from library or custom properties
ansys_list_materials	Browse Ansys material library

📖 Help & Documentation

Tool	What it does
ansys_get_documentation	Search Ansys docs (k-epsilon, mesh quality, convergence…)
ansys_list_solvers	Catalog of available solvers and physics
ansys_validate_setup	Check setup for common errors before running
ansys_examples	Get complete worked examples (pipe flow, wing aero, etc.)

📦 Supported Ansys Products

Product	PyAnsys Package	What it does
Fluent	ansys-fluent-core	CFD — fluids, heat transfer, turbulence, multiphase
Mechanical	ansys-mechanical-core	FEA — structural, thermal, modal, contact
MAPDL	ansys-mapdl-core	Classic APDL — full FEA + electromagnetics
DPF	ansys-dpf-core	Post-processing — extract/transform result data
Prime Mesh	ansys-meshing-prime	Meshing — tetra, hexcore, poly, boundary layers

Install what you need:

pip install ansys-fluent-core        # Fluent only
pip install ansys-mapdl-core         # MAPDL only
# ... or install multiple
pip install ansys-fluent-core ansys-dpf-core ansys-meshing-prime

🔐 License

The MCP server does not handle licensing directly. PyAnsys picks up your Ansys license automatically from the standard environment:

# Already set by Ansys installation usually:
export ANSYSLI_SERVER="1055@your-license-server"
export ANSYSLMD_LICENSE_FILE="1055@your-license-server"

# Or for enterprise PyPIM:
export ANSYS_PLATFORM_INSTANCEMANAGEMENT_CONFIG="/path/to/config"

If fluent or mapdl work from your terminal, the MCP server will work too.

🏗️ Architecture

┌──────────────────────────────────────────────────────┐
│  Claude Code CLI                                     │
│  "Simulate pipe flow at Re=10000..."                 │
└──────────────┬───────────────────────────────────────┘
               │ stdio (JSON-RPC via MCP protocol)
┌──────────────▼───────────────────────────────────────┐
│  ansys-mcp-server (Python)                           │
│  ┌────────────────────────────────────────────────┐  │
│  │ 24 MCP Tools (Fluent, Mechanical, MAPDL, DPF)  │  │
│  └──────────────────┬─────────────────────────────┘  │
│                     │ Python API calls                │
│  ┌──────────────────▼─────────────────────────────┐  │
│  │ AnsysClient (lazy-loading PyAnsys wrapper)     │  │
│  └──────────────────┬─────────────────────────────┘  │
└─────────────────────┼────────────────────────────────┘
                      │
          ┌───────────┴───────────┐
          │      PyAnsys          │
          │  (fluent / mapdl /    │
          │   mechanical / dpf)   │
          └───────────┬───────────┘
                      │
          ┌───────────▼───────────┐
          │   Ansys License Mgr   │
          │   (ANSYSLI_SERVER)    │
          └───────────┬───────────┘
                      │
          ┌───────────▼───────────┐
          │  Ansys Solver Process │
          │  (fluent / mapdl /    │
          │   mechanical)         │
          └───────────────────────┘

❓ FAQ

Q: Does it work without a license? A: The server runs and all tools respond with guidance and API examples. But actual solver launch requires a licensed Ansys installation. On a machine with a valid license, PyAnsys picks it up automatically.

Q: What Ansys versions are supported? A: PyAnsys supports 2024 R1 and newer (versions 241+). This server targets 2025 R1 (251) by default but accepts any version.

Q: Can it run on a remote HPC cluster? A: Yes — PyAnsys supports connecting to remote Fluent/Mechanical instances. Configure via ANSYS_PLATFORM_INSTANCEMANAGEMENT_CONFIG (PyPIM). For Slurm-based clusters, use ansys-mapdl-core with launch_mapdl(start_instance=False) and point to the cluster's solver binary.

Q: Is this affiliated with Ansys/Synopsys? A: No. This is an independent community project. Ansys and Fluent are trademarks of Ansys Inc. / Synopsys.

Q: Can Claude Code run a full parametric study? A: Yes. Describe it: "Run 10 cases varying inlet velocity from 1 to 10 m/s, collect pressure drop, make a plot" — Claude Code calls the tools in a loop automatically.

Q: Can it work with my existing .cas/.dat/.mechdb/.inp files? A: Yes. Use ansys_run_simulation with the input_file parameter pointing to your existing file. For CAD geometry (.stp, .iges, .scdoc), use ansys_load_geometry first.

Q: Does it save result files automatically? A: Yes. After each simulation, result files are saved to the output directory: Fluent writes .cas.h5 + .dat.h5, Mechanical writes .rst, MAPDL writes .rst/.rth. You can also manually export with ansys_export_results in CSV, VTK, HDF5, or NPZ format.

Q: What result formats can I get? A: ansys_export_results supports: CSV (Excel/Python analysis), VTK/VTU (ParaView visualization), HDF5 (efficient binary for ML pipelines), EnSight (professional post-processor), NPZ (NumPy-compatible). Plus auto-generated reports in Markdown/HTML/PDF.

Q: Can it handle transient (time-dependent) simulations? A: Yes. Set time-stepping parameters via ansys_set_parameters with {"time": "transient", "time_step_size": 0.01, "num_time_steps": 100}. Then use ansys_get_field_data or ansys_export_results with the timesteps parameter to extract data at specific time steps.

Q: What turbulence models are available? A: Through Fluent/MAPDL: k-epsilon (standard, RNG, realizable), k-omega (standard, SST), Spalart-Allmaras, Reynolds Stress, LES, DES. Describe what you need and Claude Code will configure the right one.

Q: Can it do multiphase simulations? A: Yes — Fluent supports VOF, Eulerian, Mixture, and DPM models. Tell Claude Code: "set up a VOF model for water-air free surface" and it will configure the appropriate settings via ansys_set_parameters.

Q: Does it support CAD geometry from SolidWorks / Catia / NX / Fusion 360? A: Yes. Export your CAD as .stp or .iges (standard exchange formats), then use ansys_load_geometry. All major CAD tools support STEP/IGES export.

Q: Can I use it on Windows while Ansys is running on Linux? A: Yes. The MCP server runs wherever Claude Code runs. If your Ansys is on a Linux workstation, install the MCP server there and run Claude Code (or Claude Desktop) connecting to that server. You can also use SSH tunneling.

Q: What if the simulation diverges? A: Claude Code can diagnose and fix it. If convergence fails, ansys_get_convergence shows which equations are problematic. Claude Code can then adjust under-relaxation factors, switch to first-order schemes, or refine the mesh — all through the existing tools.

Q: Can multiple users share one Ansys license? A: The server doesn't manage license queuing — that's what the Ansys license manager does. If your license server has N seats, up to N simulations can run simultaneously. Exceeding that, PyAnsys will return a license error.

Q: Is there rate limiting or usage quotas? A: No — the MCP server has no artificial limits. The only limits are your hardware (CPU cores, RAM) and your Ansys license count. Claude Code will happily run 100 simulations if you ask it to — so be specific about what you want.

Q: Can it run on a laptop? A: Yes, for small-to-medium models. A laptop with 16GB RAM can handle meshes up to ~2-5 million cells for CFD or ~500k nodes for FEA. Student licenses work fine with this server.

Q: After rebooting my PC, do I need to restart the MCP server manually? A: No. If you configured it via settings.json (which install.sh does automatically), Claude Code CLI starts the MCP server on launch. Just open Claude Code and it works. To test manually: ./install.sh run (or source .venv/bin/activate && cd src && python -m ansys_mcp_server.server).

Q: How do I check if the server is running? A: In Claude Code, ask: "What Ansys packages are installed?" — if it responds, the server is alive. You can also check the terminal for any Python process running ansys_mcp_server.server. If there's an issue, verify the path in ~/.claude/settings.json points to the correct .venv/bin/python.

🤝 Contributing

git clone https://github.com/vorobjewsen30-max/ansys-mcp-server.git
cd ansys-mcp-server
# Create a branch, make changes, send a PR

📄 License

MIT — use it, fork it, ship it.

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