# AIlice vs OpenAgents

AIlice records 0 monthly visits with — month-over-month growth and Free pricing. OpenAgents records 38,286 monthly visits with +48.4% growth and Freemium pricing.

| Metric | [AIlice](https://openaitools.app/tool/ailice) | [OpenAgents](https://openaitools.app/tool/openagents) |
| :--- | :--- | :--- |
| Website URL | https://github.com/myshell-ai/AIlice | https://openagents.org |
| Categories | AI Agent, AI Assistant, Large Language Models (LLMs), AI Code Generator | AI Agent, AI Developer Tools, Open Source AI Models |
| Pricing Model | Free | Freemium |
| Monthly Visits | 0 | 38,286 |
| MoM Growth Rate | — | +48.4% |
| Primary Market | Global | India |
| Direct Visits | 0 | 11,710 |
| Review Score | 4.5 | 4.5 |
| Saved Count | 1 | 0 |
| Supported Platforms | Open Source | Website |

## AIlice

AIlice is an open-source research project from MyShell AI aimed at building a standalone, JARVIS-style AI assistant on top of modern large language models. Instead of a single rigid prompt chain, AIlice uses an Interactive Agents Call Tree (IACT) architecture: when you describe a goal, the agent dynamically spawns child agents for each sub-task, each with its own role, tools and iteration budget. Results are merged back up the tree, which gives the system unusual fault tolerance — if one branch fails, siblings can still complete the job.

Because it is a self-hosted Python project (pip install -e . or a Docker image), you keep full control of your data and can pair it with whatever model you prefer. The README recommends combinations of commercial models such as Claude 3.5/3.7 and Gemini 2.5 Pro with locally served open-source models via Ollama, LiteLLM or LM Studio for cost efficiency. Recent releases added MCP tool support and a practical voice-dialogue mode built on ChatTTS.

Typical strengths include thematic research on specialised subjects, reading and analysing papers and articles, automated coding and script execution, system management tasks, and rich multi-modal output in a browser UI with images, video, audio, LaTeX and downloadable files. The project is MIT-licensed and actively maintained on GitHub, with releases and documentation updates continuing into 2025.

**Pricing & Plans:** AIlice itself is free and open source under the MIT license — you pay only for the LLM inference you connect (for example API usage with Claude or Gemini). A hosted option built on AIlice is available at kragent.ai, where you can bring your own API key.

- **Interactive Agents Call Tree (IACT):** A natural, fault-tolerant architecture that dynamically builds a tree of specialised agents to decompose and complete complex multi-step tasks.
- **Local-first and model-agnostic:** Run it self-hosted on your own hardware and plug in open-source models via Ollama, LiteLLM or LM Studio, or commercial models such as Claude and Gemini.
- **Coding and system management:** Acts as a comprehensive coder and an AI-powered operating system layer, writing and executing scripts to automate programming and system tasks.
- **Multimodal output and rich media UI:** Browser interface supports images, video, audio, LaTeX formulas, syntax-highlighted code and file upload/download across all agents.
- **Voice dialogue and MCP tools:** Practical speech interaction powered by ChatTTS plus Model Context Protocol tool support for connecting external capabilities.
- **Self-expanding modules:** The agent can construct and dynamically load new modules to interact with its environment, opening the door to ongoing feature extension.

**Strengths:** Fully open source and MIT-licensed, so you can inspect, fork and extend it; Local-first design keeps sensitive data on your own machine; Model-agnostic: works with open-source and commercial LLMs; IACT architecture tolerates failures better than linear agent chains

**Limitations:** Installation and model configuration require command-line comfort; Task quality depends heavily on the LLM you connect, and strong models cost money; No managed cloud version with guaranteed uptime — the hosted playground is a separate third-party platform; Documentation is aimed at developers rather than casual users

[Profile (Markdown)](https://openaitools.app/tool/ailice.md)

## OpenAgents

OpenAgents positions itself as the "collaboration OS for AI agents." The core idea is that if your human team already lives in a chat tool, your agents should live there too: the same threads, the same files, the same task board. The product is split into two halves. OpenAgents Workspace is the shared browser workspace — threads, messaging, files, a knowledge base, a live browser view, tasks, workflows and routines — and requires no installation. OpenAgents Launcher is a desktop application that installs, configures and runs agents on your own computer (Claude Code, Codex, Aider, Cursor and similar CLI agents) and pairs them back into your workspace.

Agents stay where you want them to run. Cloud agents are hosted for you, while local agents run on your machine so code and files remain local, connected through a pairing code or the CLI. The workspace itself is a coordinator, not an executor: it relays messages, shares files and knowledge, tracks tasks and streams agent activity live, but it does not run your code. Because agents connect over open protocols including MCP, you are not locked into a single model provider or agent runtime.

Deployment is flexible by design. You can create a hosted workspace on openagents.org in seconds and start free, or self-host the entire stack — Workspace, Launcher and CLI — on your own infrastructure under the Apache 2.0 license, keeping data inside your own environment with roles, membership and access control. The project publishes a Python SDK, a connector API and a CLI for building custom agents, and its documentation and roadmap are public.

**Pricing & Plans:** Free to start. A hosted, managed workspace can be created in seconds at no cost, and the full platform is open source under Apache 2.0 for self-hosting on your own infrastructure. Pricing details for paid/enterprise plans are not published on the homepage, so check the site for current terms.

- **Shared workspace for humans and agents:** Threads, files and a knowledge base where teammates and agents operate side by side, with @mentions to delegate tasks and visible agent replies in real time.
- **Launcher desktop app:** Installs, configures and connects agents that run on your own computer — such as Claude Code, Codex, Aider and Cursor — so local code and files stay local.
- **Doer and reviewer agent roles:** Route work to one agent that executes and another that reviews it, then follow their progress inside a proactive thread and step in when needed.
- **Tasks, workflows and routines:** Track follow-ups on an Issues/Tasks board and automate recurring work with workflows and routines fitted around agent activity.
- **Open source and self-hostable:** The whole platform is Apache 2.0 licensed, with open protocols including MCP, a Python SDK, a connector API and full documentation for self-hosting.

**Strengths:** Open source under Apache 2.0 with a genuine self-hosting path; Works with existing CLI agents instead of locking you to one vendor; Agents can run locally so code and files never leave your machine; Available on web, desktop, iOS and Android

**Limitations:** Concept of a shared human-plus-agent workspace takes some onboarding; Rich feature set means more setup than a single-purpose chat agent; Some advanced collaboration features are still evolving around Workspace v1.1

[Profile (Markdown)](https://openaitools.app/tool/openagents.md)

## Frequently Asked Questions

### How do AIlice and OpenAgents compare in monthly traffic?

AIlice has 0 monthly visits, while OpenAgents has 38,286. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

AIlice has a month-over-month growth rate of —; OpenAgents has +48.4%.

### How does pricing compare?

AIlice: Free. AIlice itself is free and open source under the MIT license — you pay only for the LLM inference you connect (for example API usage with Claude or Gemini). A hosted option built on AIlice is available at kragent.ai, where you can bring your own API key. OpenAgents: Freemium. Free to start. A hosted, managed workspace can be created in seconds at no cost, and the full platform is open source under Apache 2.0 for self-hosting on your own infrastructure. Pricing details for paid/enterprise plans are not published on the homepage, so check the site for current terms.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [DeepSeek](https://openaitools.app/tool/deepseek) | 372,761,591 | +4.3% | Freemium | High-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs. | [.md](https://openaitools.app/tool/deepseek.md) |
| 2 | [Cursor](https://openaitools.app/tool/cursor) | 23,297,751 | +8.4% | Freemium | The AI coding agent for building ambitious software | [.md](https://openaitools.app/tool/cursor.md) |
| 3 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | A general-purpose AI agent that executes tasks, not just answers them | [.md](https://openaitools.app/tool/manus.md) |
| 4 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Run and build with open AI models locally or in the cloud | [.md](https://openaitools.app/tool/ollama.md) |
| 5 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 6 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | A free, open-source personal AI agent that learns your projects and works across every messaging app. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |
| 7 | [Open WebUI](https://openaitools.app/tool/open-webui) | 804,534 | -2.8% | Freemium | Self-hosted AI workspace for local and cloud models | [.md](https://openaitools.app/tool/open-webui.md) |
| 8 | [MiniMax Agent](https://openaitools.app/tool/minimax-agent) | 679,573 | +2.8% | Freemium | An AI supercompanion that handles tasks, code and creative work end to end | [.md](https://openaitools.app/tool/minimax-agent.md) |
| 9 | [LobeHub](https://openaitools.app/tool/lobehub) | 654,548 | -25% | Freemium | Put always-on AI agents on your team chat | [.md](https://openaitools.app/tool/lobehub.md) |
| 10 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.md) |

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Source: https://openaitools.app/compare/ailice-vs-openagents

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