Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google.
⚡ Executive Summary & Quick Facts
Authoritative Sourcegflow-cli is gflow-cli is an open-source project written in Python: Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google..
| Repository | ffroliva/gflow-cli ↗ |
|---|---|
| Primary Category | agentic |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 299 stars · ⑂ 87 forks · #12,090 globally |
| Maintenance | ● Active (Last commit: Oct 18, 2026) · 72 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,555
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
gflow-cli gained 10 stars in the last 30 days, about 1 a day, and now has 299. It is about 1 year old and has averaged roughly 299 stars a year. It ranks #1,555 among Python repositories and #12,090 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#11414
BEST RANK
Oct 18, 2026
FIRST APPEARANCE
Active
STATUS TODAY
gflow-cli has maintained a continuous presence across global trending indexes, peaking at #11414. Below is the 30-day activity profile:
💡 Overview
gflow-cli is an open-source project written in Python: Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic, ai-agents, claude-code. 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 gflow-cli⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
gflow-cli 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 gflow-cli.
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 gflow-cli using your package manager: `pip install gflow-cli`
Initialize your project workspace or configuration file for gflow-cli.
Import gflow-cli into your codebase or invoke it directly from your terminal.
Execute your test suite or run `gflow-cli --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
ffroliva/gflow-cli is currently ranked #12,090 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,059 | Simreal-AI/Simreal-MLBench | Python | ★ 301 | Compare ↗ |
| #12,086 | mech-lang/mech | Rust | ★ 300 | Compare ↗ |
| #12,086 | apple/app-store-server-library-swift | Swift | ★ 300 | Compare ↗ |
| #12,086 | fennaraOfficial/fennara-godot-ai | Rust | ★ 300 | Compare ↗ |
| #12,086 | jkudish/jev-browser | JavaScript | ★ 300 | Compare ↗ |
| #12,090 | ffroliva/gflow-cli This Project | Python | ★ 299 | |
| #12,090 | 4store/4store | C | ★ 299 | Compare ↗ |
| #12,090 | HotKeyIt/ahkdll | C++ | ★ 299 | Compare ↗ |
| #12,090 | venthur/gscholar | Python | ★ 299 | Compare ↗ |
| #12,090 | willconant/flow-js | JavaScript | ★ 299 | Compare ↗ |
| #12,090 | jQAssistant/jqassistant | Java | ★ 299 | Compare ↗ |
Frequently Asked Questions
What does gflow-cli do? +
Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google.
What language is gflow-cli written in? +
The primary language is Python. Topics include: agentic, ai-agents, claude-code, cli, generative-ai.
Is gflow-cli actively maintained? +
Yes, the last recorded push was on Oct 18, 2026 with 72 open issues being tracked.
How many stars does gflow-cli have? +
gflow-cli has 299 stars and 87 forks on GitHub.
How does gflow-cli rank among GitHub repositories? +
With 299 stars, ffroliva/gflow-cli is ranked #12,090 globally across all repositories tracked on GitHubRepo and #1,555 among Python projects.
What license is gflow-cli distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
