6 jobs · 18 apps
Best open source AI tools for creators
For creators, the core of a private AI stack is ComfyUI for image generation, whisper-asr-webservice for transcription and Ollama for running open models locally, all running on your own servers so your unpublished work can stay on your infrastructure. Each pick was chosen by hand for its job and is shown with GitHub data from October 2026.
Open models now cover images, speech and text. A creator can run image generation, transcription and a writing assistant on their own GPU with no per-image or per-minute fees.
Updated · data from GitHub, refreshed nightly
Top picks
- Rank 1:
ComfyUI
Comfy-Org/ComfyUI
Node-based interface and engine for diffusion image and video generation.
AI & LLM ToolsPythonAI-nativeComfyUI has 136,240 GitHub stars, uses the GPL-3.0 license and had 2,050 commits in the last year.
- Rank 2:
Stable Diffusion WebUI
AUTOMATIC1111/stable-diffusion-webui
Browser interface for Stable Diffusion image generation.
AI & LLM ToolsPythonAI-nativeStable Diffusion WebUI has 165,199 GitHub stars, uses the AGPL-3.0 license and was last updated in March 2026.
- Rank 3:
InvokeAI
invoke-ai/InvokeAI
Creative engine for Stable Diffusion models with a polished web UI.
AI & LLM ToolsTypeScriptDockerAI-nativeInvokeAI has 28,345 GitHub stars, uses the Apache-2.0 license, ships a Docker image and had 4,506 commits in the last year.
1 of 6 · 3 picks
Image and video generation
- 1
ComfyUI
Node-based interface and engine for diffusion image and video generation.
AI & LLM ToolsAI-nativeComfyUI has 136,240 GitHub stars, uses the GPL-3.0 license and had 2,050 commits in the last year.
- 2
Stable Diffusion WebUI
Browser interface for Stable Diffusion image generation.
AI & LLM ToolsAI-nativeStable Diffusion WebUI has 165,199 GitHub stars, uses the AGPL-3.0 license and was last updated in March 2026.
- 3
InvokeAI
Creative engine for Stable Diffusion models with a polished web UI.
AI & LLM ToolsDockerAI-nativeInvokeAI has 28,345 GitHub stars, uses the Apache-2.0 license, ships a Docker image and had 4,506 commits in the last year.
2 of 6 · 1 pick
Speech to text
- 1
whisper-asr-webservice
Speech recognition web service built on OpenAI Whisper.
AI & LLM ToolsDockerAI-nativewhisper-asr-webservice has 3,352 GitHub stars, uses the MIT license, ships a Docker image and had 31 commits in the last year.
3 of 6 · 3 picks
Run models on your own hardware
Model runners that serve open-weight LLMs on your own CPU or GPU, with an OpenAI-compatible API the other tools can call.
- 1
Ollama
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, and other large language models.
AI & LLM ToolsDockerAI-nativeOllama has 182,289 GitHub stars, uses the MIT license, ships a Docker image and had 1,083 commits in the last year; it replaces ChatGPT.
- 2
LocalAI
Run your AI models locally and generate images and audio (alternative to OpenAI and Claude).
AI & LLM ToolsDockerAI-nativeLocalAI has 49,405 GitHub stars, uses the MIT license, ships a Docker image and had 3,438 commits in the last year; it replaces ChatGPT.
- 3
LLM Harbor
Containerized LLM toolkit. Run LLM backends, APIs, frontends, and additional services via a concise CLI.
AI & LLM ToolsDockerAI-nativeLLM Harbor has 3,237 GitHub stars, uses the Apache-2.0 license, ships a Docker image and had 1,288 commits in the last year.
4 of 6 · 4 picks
Private chat interface
Chat front ends for your team. Point them at a local model and prompts never leave your network.
- 1
LibreChat
Enhanced ChatGPT-compatible AI chat interface supporting multiple AI providers, with multi-user auth, message search, and plugin support.
AI & LLM ToolsDockerAI-nativeLibreChat has 45,318 GitHub stars, uses the MIT license, ships a Docker image and had 2,074 commits in the last year; it replaces ChatGPT and Lovable.
- 2
Open-WebUI
User-friendly AI Interface, supports Ollama, OpenAI API.
Source-availableAI & LLM ToolsDockerAI-nativeOpen-WebUI has 154,037 GitHub stars, is source-available under the Open WebUI License (BSD-3-Clause plus branding clause) (not an open-source license), ships a Docker image and had 4,746 commits in the last year; it replaces ChatGPT and Lovable.
- 3
LobeHub
Modern design AI chat framework supporting multiple AI providers, one click install MCP Marketplace and Artifacts / Thinking.
Source-availableAI & LLM ToolsDockerAI-nativeLobeHub has 83,008 GitHub stars, is source-available under the LobeHub Community License (not an open-source license), ships a Docker image and had 7,488 commits in the last year; it replaces ChatGPT and Lovable.
- 4
Onyx Community Edition
Chat UI that works with any LLM. It comes loaded with advanced features like agents, web search, RAG, MCP, deep research, Connectors to 40+ knowledge sources, and more.
AI & LLM ToolsDockerAI-nativeOnyx Community Edition has 32,332 GitHub stars, uses the MIT license, ships a Docker image and had 5,771 commits in the last year.
5 of 6 · 4 picks
Agents and workflows
Visual builders that chain models, tools and your own APIs into agents and automations.
- 1
Langflow
Visual framework for building and deploying AI agents and RAG workflows.
AI & LLM ToolsDockerAI-nativeLangflow has 155,530 GitHub stars, uses the MIT license, ships a Docker image and had 2,486 commits in the last year.
- 2
Dify.ai
Build, test and deploy LLM applications.
Source-availableLow-code & BackendDockerAI-nativeDify.ai has 157,921 GitHub stars, is source-available under the Dify Open Source License (modified Apache 2.0) (not an open-source license), ships a Docker image and had 6,112 commits in the last year; it replaces ChatGPT and Lovable.
- 3
n8nFeatured
Free node based Workflow Automation Tool. Easily automate tasks across different services.
Source-availableAutomation & WorkflowsDockern8n has 206,738 GitHub stars, is source-available under the Sustainable Use License 1.0 (not an open-source license), ships a Docker image and had 9,029 commits in the last year; it replaces Zapier and IFTTT.
- 4
Activepieces
No-code business automation tool like Zapier or Tray. For example, you can send a Slack notification for each new Trello card.
Automation & WorkflowsDockerAI-nativeActivepieces has 24,913 GitHub stars, uses the MIT license, ships a Docker image and had 5,647 commits in the last year; it replaces Zapier and IFTTT.
6 of 6 · 3 picks
What to connect it to
- 1
Ghost
Just a blogging platform.
Blogging PlatformsGhost has 55,489 GitHub stars, uses the MIT license and had 5,329 commits in the last year; it replaces WordPress.com and Medium.
- 2
PeerTube
Decentralized video streaming platform using P2P (BitTorrent) directly in the web browser.
Media ServersPeerTube has 15,345 GitHub stars, uses the AGPL-3.0 license and had 1,848 commits in the last year; it replaces YouTube and Loom.
- 3
Postiz
Schedule posts, track the performance of your content, and manage all your social media accounts in one place (Alternative to Buffer, Hootsuite, Sprout Social).
AnalyticsDockerPostiz has 36,730 GitHub stars, uses the AGPL-3.0 license, ships a Docker image and had 1,225 commits in the last year; it replaces Buffer / Hootsuite.
What are the best open source AI tools for content creators?
For creators, the core of a private AI stack is ComfyUI for image generation, whisper-asr-webservice for transcription and Ollama for running open models locally, all running on your own servers so your unpublished work can stay on your infrastructure. Each pick was chosen by hand for its job and is shown with GitHub data from October 2026.
What hardware do I need to run AI models myself?
Small open models run on a modern CPU with 16 GB of RAM, but a GPU with enough video memory for the model you pick makes answers much faster. Start with a small model in Ollama, measure the speed on your own hardware, then size up.
Can I use AI-generated images commercially?
It depends on the model's license and your country's copyright rules, not on the interface. ComfyUI, Stable Diffusion web UI and InvokeAI run many models with different licenses, so check the model card before commercial use.
Is ComfyUI free?
Yes. ComfyUI is open-source software released under the GPL-3.0 license, so you can self-host it at no cost. You only pay for the server it runs on, and some projects also offer an optional paid cloud plan.
Can I run this stack with Docker?
14 of the 18 apps here publish Docker images, including InvokeAI, whisper-asr-webservice and Ollama, so most of the stack can run side by side with Docker Compose on one server. Size the server for the heaviest app and add off-site backups.
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