invoke-ai/InvokeAI

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

TypeScript ◇ ai-art Apache-2.0

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★28.6KSTARS

⑂3KFORKS

!437ISSUES

🏆#510GLOBAL RANK

🔥2DAYS TRENDING

🚀

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Momentum

+716

STARS · LAST 30 DAYS

PER DAY

#102

MOST-STARRED TypeScript

Window	7 days	30 days	90 days
Stars gained	+168	+716	+2.2K
Per day	24	24	24
Forks gained	+15	+61	+152

InvokeAI gained 716 stars in the last 30 days, about 24 a day, and now has 28.6K. It is about 4 years old and has averaged roughly 7.2K stars a year. It ranks #102 among TypeScript repositories and #510 across all languages on GitHubRepo.

Trending Record

InvokeAI has maintained a continuous presence across global trending indexes, peaking at #4290. Below is the 30-day activity profile:

💡 Overview

InvokeAI is an open-source project written in TypeScript: Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-art, artificial-intelligence, generative-art. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

Support for ckpt, diffusers, and some gguf models

Embedding Manager & Support

Model Manager & Support

Workflow creation & management

Node-Based Architecture

Object Segmentation & Selection Models (SAM / SAM2)

📥 Installation

terminal

$ npm install InvokeAI

$ npm install InvokeAI # or: pnpm add InvokeAI

> npm install InvokeAI

⚙ System Requirements

Platforms

• macOS
• Linux
• Windows

Runtime & Dependencies

Node.js >= 18, npm, pnpm or bun

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

InvokeAI coordinates its core functionality through a modular TypeScript 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 InvokeAI.

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 InvokeAI using your package manager: `npm install InvokeAI`

Initialize your project workspace or configuration file for InvokeAI.

Import InvokeAI into your codebase or invoke it directly from your terminal.

Execute your test suite or run `InvokeAI --help` to verify successful setup.

👍 Strengths

Active community backing with 28,637 GitHub stars and verified adoption.

Permissive open-source distribution under the Apache-2.0 license.

Built in TypeScript for high execution speed and developer familiarity.

Cross-platform compatibility across modern Linux, macOS, and Windows environments.

Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with TypeScript and modern CLI workflows.

Ecosystem extensions may require manual configuration depending on environment constraints.

Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

freeCodeCamp/freeCodeCamp ★ 456.6K TypeScript

freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.

Compare ↗

openclaw/openclaw ★ 392K TypeScript

The AI that really does things. Any OS. Any Platform. The lobster way. 🦞

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Reverse engineer anything with agents, from app behavior down to native binaries.

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deepseek-ai/deepseek-harness ★ 241.6K TypeScript

DeepSeek Harness: Everything is a Plugin.

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👥 Who Should Use This

Developers and engineering teams building with TypeScript, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

invoke-ai/InvokeAI is currently ranked #510 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

Rank	Repository	Language	Stars	Action
#505	sharkdp/hyperfine	Rust	★ 29K	Compare ↗
#506	dmlc/xgboost	C++	★ 28.8K	Compare ↗
#507	fyne-io/fyne	Go	★ 28.7K	Compare ↗
#508	microsoft/semantic-kernel	C#	★ 28.7K	Compare ↗
#509	ml-explore/mlx	C++	★ 28.7K	Compare ↗
#510	invoke-ai/InvokeAI This Project	TypeScript	★ 28.6K
#511	yamadashy/repomix	TypeScript	★ 28.6K	Compare ↗
#512	srbhr/Resume-Matcher	Python	★ 28.6K	Compare ↗
#513	QwenLM/qwen-code	TypeScript	★ 28.5K	Compare ↗
#514	trufflesecurity/trufflehog	Go	★ 28.4K	Compare ↗
#515	HumanSignal/label-studio	TypeScript	★ 28.4K	Compare ↗

Frequently Asked Questions

What does InvokeAI do? +

What language is InvokeAI written in? +

The primary language is TypeScript. Topics include: ai-art, artificial-intelligence, generative-art, image-generation, img2img.

Is InvokeAI actively maintained? +

Yes, the last recorded push was on Oct 14, 2026 with 437 open issues being tracked.

How many stars does InvokeAI have? +

InvokeAI has 28,637 stars and 3,047 forks on GitHub.

How does InvokeAI rank among GitHub repositories? +

With 28,637 stars, invoke-ai/InvokeAI is ranked #510 globally across all repositories tracked on GitHubRepo and #102 among TypeScript projects.

What license is InvokeAI distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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LinkedIn

Why InvokeAI is replacing paid subscriptions for engineering teams

Stop paying $50+/month for locked SaaS tools.

Over 28,637 developers have starred invoke-ai/InvokeAI, an impressive TypeScript open-source project designed to Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

Key Engineering Advantages:
• 100% Local-First: Complete data privacy with zero tracking or telemetry.
• Zero Subscription Costs: No paywalls, per-seat fees, or API markups.
• Complete Customization: Native open-source architecture you can fork, inspect, and deploy anywhere.
• Proven Adoption: 28,637 GitHub stars and 3,047 forks.

If you're looking to streamline your engineering workflows without ballooning software expenses, this is worth checking out.

👉 Full star velocity and architectural report: https://githubrepo.cloud/repo/invoke-ai/InvokeAI
⭐ GitHub Repository: https://github.com/invoke-ai/InvokeAI

#OpenSource #SoftwareEngineering #DeveloperTools #Tech #Programming #TypeScript

🤖

Reddit (r/opensource, r/webdev, r/selfhosted)

Show r/opensource: InvokeAI – A free, self-hosted tool that lets you Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products

Hey everyone,

I wanted to share an interesting open-source project called **InvokeAI** (https://github.com/invoke-ai/InvokeAI) that has been picking up heavy momentum lately (28,637 stars).

### What problem does it solve?
Many existing tools in this domain require expensive cloud plans or store your data on third-party servers. InvokeAI was built with a local-first philosophy, allowing developers to Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products without recurring subscription costs or privacy compromises.

### Tech Stack & Details:
- **Language:** TypeScript
- **License:** Apache-2.0
- **GitHub:** [invoke-ai/InvokeAI](https://github.com/invoke-ai/InvokeAI)
- **Live Star Momentum Tracker:** [https://githubrepo.cloud/repo/invoke-ai/InvokeAI](https://githubrepo.cloud/repo/invoke-ai/InvokeAI)

Has anyone here tested this in production or integrated it into existing pipelines? Would love to hear your experience and feedback!

🟧

Hacker News (Show HN)

Show HN: InvokeAI – Invoke is a leading creative engine for Stable Diffusion models, em...

Hi HN,

InvokeAI is an open-source TypeScript project designed to Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

Rather than relying on closed cloud endpoints, it executes locally on your own machine, providing predictable latency, total privacy, and full control.

Repository: https://github.com/invoke-ai/InvokeAI
Documentation & Metrics: https://githubrepo.cloud/repo/invoke-ai/InvokeAI

Feedback and PRs are welcome.

✍️

Dev.to / Hashnode Tags: opensource, typescript, devtools, webdev

This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet InvokeAI (28,637 GitHub Stars)

---
title: This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet InvokeAI
published: true
tags: opensource, typescript, devtools, programming
---

## Stop Paying Software Subscriptions For This

Finding high-quality, production-ready open source alternatives to expensive proprietary software can save engineering teams thousands of dollars every year.

Today, we're looking at **[invoke-ai/InvokeAI](https://github.com/invoke-ai/InvokeAI)**, a rapidly rising repository with **28,637 GitHub stars** and **3,047 forks**.

### What is InvokeAI?

> Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products

Written in **TypeScript**, InvokeAI runs directly on your local workstation or private server, keeping your data secure and eliminating recurring license fees.

### Key Highlights
- **High Performance:** Lightweight, reliable, and built in TypeScript.
- **Privacy & Security:** Complete ownership of your environment and data.
- **Growing Momentum:** Ranked **#510** globally across tracked repositories on [GitHubRepo](https://githubrepo.cloud/repo/invoke-ai/InvokeAI).

### Quick Start
To get started locally:

```bash
git clone https://github.com/invoke-ai/InvokeAI.git
cd InvokeAI
```

Check out the full repository and star history analytics here:
- **GitHub:** [invoke-ai/InvokeAI](https://github.com/invoke-ai/InvokeAI)
- **Star Velocity Tracker:** [InvokeAI on GitHubRepo.cloud](https://githubrepo.cloud/repo/invoke-ai/InvokeAI)

𝕏

X / Twitter Communities

Thread / Community Post for InvokeAI

Developers are sleeping on this GitHub repo 👇

invoke-ai/InvokeAI (28,637 ⭐) replaces expensive monthly software subscriptions with 100% free open source code.

⚡ What it does: Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products
💻 Built with: TypeScript
🔒 100% local execution & privacy

Check live star velocity and benchmarks:
https://githubrepo.cloud/repo/invoke-ai/InvokeAI

#opensource #developer #coding #tech #programming

🧵

Threads Topics

Topic Discussion: Open Source & Developer Tools

This GitHub repo replaces a $50/month tool! 🚀

If you want to save hours of manual work and stop paying subscriptions, check out invoke-ai/InvokeAI.

It already has over 28,637 stars and lets you Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

Drop a comment if you've tried it, or check the full star momentum report:
https://githubrepo.cloud/repo/invoke-ai/InvokeAI

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invoke-ai/InvokeAI

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💡 Overview

⚡ Key Features

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⚙ System Requirements

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Runtime & Dependencies

Architecture

🧠 How It Works

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Autonomous AI Agents

Model Inference & Prompting

Context Memory & RAG

Developer Productivity

🚀 Getting Started

👍 Strengths

⚠️ Considerations

⇄ Alternatives & Direct Competitors

👥 Who Should Use This

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