Foam-Agent

MCP serverCommunity

A research multi-agent system that plans, writes, runs and repairs OpenFOAM cases from a prompt, exposed as MCP tools. By CSML at RPI (csml-rpi).

363 starsUpdated 3 days agoGitHub data from 5 Nov 2026

At a glance

Type: MCP server
Works with: OpenFOAM
How it connects: Drives a running copy of the tool
Access: Can modify models
Tool versions: OpenFOAM Foundation v10 by default; a separate native ESI/OpenCFD v2006 target
Operating systems: Linux
Needs a OpenFOAM licence: No
Transport: Local (stdio), Remote (HTTP)
AI clients documented: Claude Code, Cursor
Licence: MIT
Language: Python

Plans a case from a plain-language requirement, choosing solver, domain and the files to write.
Writes the input files and an Allrun script, retrieving reference tutorials from FAISS indices of the selected OpenFOAM release.
Runs the case locally, reviews errors and rewrites files in a repair loop the client controls.
Imports an existing case directory or ZIP through run_case and makes PyVista plots of results.
Ships a /foam Claude Code skill that runs the whole loop with up to five repair attempts.

Calls its own language model for planning and repair, so you need an API key or subscription for one of the supported providers (OpenAI, Anthropic, Bedrock, Ollama, DeepSeek and others).
The MCP run tool is local only; meshing and HPC routing are available only through the CLI workflow.
The Docker route builds for Linux amd64; native ESI v2006 needs its own image and corpus.

claude mcp add foamagent -- foamagent-mcp

{
  "mcpServers": {
    "foamagent": { "command": "foamagent-mcp" }
  }
}

foamagent-mcp --transport http --host 0.0.0.0 --port 7860

MCP servers and skills run code on your computer. Review the source before installing.

SkillCommunity

A Claude Code skill that runs Foam-Agent's plan, write, run and repair loop for an OpenFOAM case from one prompt.

Linux363· updated 3 days ago

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