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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for transcription and Ollama for running open models locally, all running on your own servers so your unpublished work can stay on your infrastructure.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

  1. Rank 1:

    ComfyUI

    Comfy-Org/ComfyUI

    Node-based interface and engine for diffusion image and video generation.

    AI & LLM ToolsPython

    AI-nativeComfyUI has 136,240 GitHub stars, uses the GPL-3.0 license and had 2,050 commits in the last year.

  2. Rank 2:

    Stable Diffusion WebUI

    AUTOMATIC1111/stable-diffusion-webui

    Browser interface for Stable Diffusion image generation.

    AI & LLM ToolsPython

    AI-nativeStable Diffusion WebUI has 165,199 GitHub stars, uses the AGPL-3.0 license and was last updated in March 2026.

  3. Rank 3:

    InvokeAI

    invoke-ai/InvokeAI

    Creative engine for Stable Diffusion models with a polished web UI.

    AI & LLM ToolsTypeScriptDocker

    AI-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. 1

    ComfyUI

    Node-based interface and engine for diffusion image and video generation.

    AI-nativeComfyUI has 136,240 GitHub stars, uses the GPL-3.0 license and had 2,050 commits in the last year.

  2. 2

    Stable Diffusion WebUI

    Browser interface for Stable Diffusion image generation.

    AI-nativeStable Diffusion WebUI has 165,199 GitHub stars, uses the AGPL-3.0 license and was last updated in March 2026.

  3. 3

    InvokeAI

    Creative engine for Stable Diffusion models with a polished web UI.

    AI-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. 1

    whisper-asr-webservice

    Speech recognition web service built on OpenAI Whisper.

    AI-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. 1

    Ollama

    Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, and other large language models.

    AI-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. 2

    LocalAI

    Run your AI models locally and generate images and audio (alternative to OpenAI and Claude).

    AI-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. 3

    LLM Harbor

    Containerized LLM toolkit. Run LLM backends, APIs, frontends, and additional services via a concise CLI.

    AI-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. 1

    LibreChat

    Enhanced ChatGPT-compatible AI chat interface supporting multiple AI providers, with multi-user auth, message search, and plugin support.

    AI-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. 2

    Open-WebUI

    User-friendly AI Interface, supports Ollama, OpenAI API.

    AI-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. 3

    LobeHub

    Modern design AI chat framework supporting multiple AI providers, one click install MCP Marketplace and Artifacts / Thinking.

    AI-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. 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-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. 1

    Langflow

    Visual framework for building and deploying AI agents and RAG workflows.

    AI-nativeLangflow has 155,530 GitHub stars, uses the MIT license, ships a Docker image and had 2,486 commits in the last year.

  2. 2

    Dify.ai

    Build, test and deploy LLM applications.

    AI-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. 3

    n8n

    Free node based Workflow Automation Tool. Easily automate tasks across different services.

    n8n 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. 4

    Activepieces

    No-code business automation tool like Zapier or Tray. For example, you can send a Slack notification for each new Trello card.

    AI-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. 1

    Ghost

    Just a blogging platform.

    Ghost 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. 2

    PeerTube

    Decentralized video streaming platform using P2P (BitTorrent) directly in the web browser.

    PeerTube 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. 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).

    Postiz 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.

FAQ

Questions and answers

Still curious? Email info@appsgit.com.

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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