Foam-Agent: A large language model-based multi-agent framework for automating computational fluid dynamics workflows. Published in Computer Methods in Applied Mechanics and Engineering (CMAME).
⚡ Executive Summary & Quick Facts
Authoritative SourceFoam-Agent is Foam-Agent is an open-source project written in Python: Foam-Agent: A large language model-based multi-agent framework for automating computational fluid dynamics workflows. Published in Computer Methods in Applied Mechanics and Engineering (CMAME)..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), csml-rpi/Foam-Agent has accumulated 354 GitHub stars and 77 forks. It is written in Python, licensed under MIT, and ranks #14,695 globally. It is actively maintained with the latest commit recorded on Oct 31, 2026.”
| Repository | csml-rpi/Foam-Agent ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 354 stars · ⑂ 77 forks · #14,695 globally |
| Maintenance | ● Active (Last commit: Oct 31, 2026) · 3 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, Foam-Agent is actively maintained. Continuous telemetry recorded the last code commit on Oct 31, 2026 (12 days ago). Supported by 354 stars and 77 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,964
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
Foam-Agent gained 10 stars in the last 30 days, about 1 a day, and now has 354. It is about 2 years old and has averaged roughly 177 stars a year. It ranks #1,964 among Python repositories and #14,695 across all languages on GitHubRepo.
Trending Record
9
DAYS ON TRENDING
#13878
BEST RANK
Nov 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Foam-Agent has maintained a continuous presence across global trending indexes, peaking at #13878. Below is the 30-day activity profile:
💡 Overview
Foam-Agent is an open-source project written in Python: Foam-Agent: A large language model-based multi-agent framework for automating computational fluid dynamics workflows. Published in Computer Methods in Applied Mechanics and Engineering (CMAME).
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, cfd, computational-fluid-dynamics. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install Foam-Agent⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Foam-Agent coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with Foam-Agent.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install Foam-Agent using your package manager: `pip install Foam-Agent`
Initialize your project workspace or configuration file for Foam-Agent.
Import Foam-Agent into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Foam-Agent --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
csml-rpi/Foam-Agent is currently ranked #14,695 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #14,671 | lightphone/light-sdk | Kotlin | ★ 355 | Compare ↗ |
| #14,671 | anthropics/ClaudeForFoundationModels | Swift | ★ 355 | Compare ↗ |
| #14,671 | LeonQ8/ComfyUI-ALLinONE-MinimaxH3 | JavaScript | ★ 355 | Compare ↗ |
| #14,671 | egoist/lorca | Rust | ★ 355 | Compare ↗ |
| #14,671 | Emrodev/IPVIO-Stream | Kotlin | ★ 355 | Compare ↗ |
| #14,695 | csml-rpi/Foam-Agent This Project | Python | ★ 354 | |
| #14,695 | zachinglis/crummy | Ruby | ★ 354 | Compare ↗ |
| #14,695 | ttilley/fssm | HTML | ★ 354 | Compare ↗ |
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Frequently Asked Questions
What does Foam-Agent do? +
Foam-Agent: A large language model-based multi-agent framework for automating computational fluid dynamics workflows. Published in Computer Methods in Applied Mechanics and Engineering (CMAME).
Is Foam-Agent actively maintained in 2026? +
Yes, Foam-Agent is actively maintained. The latest code push was recorded on Oct 31, 2026 (12 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 354 stars and 3 open issues.
What language is Foam-Agent written in? +
The primary language is Python. Topics include: agent, cfd, computational-fluid-dynamics, foam-agent, multi-agent-systems.
How many stars does Foam-Agent have? +
Foam-Agent has 354 stars and 77 forks on GitHub.
How does Foam-Agent rank among GitHub repositories? +
With 354 stars, csml-rpi/Foam-Agent is ranked #14,695 globally across all repositories tracked on GitHubRepo and #1,964 among Python projects.
What license is Foam-Agent distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
