# Eigent AI vs Muddy

Eigent AI records 575,703 monthly visits with +1.4% month-over-month growth and Freemium, Free Trial, Contact for Pricing pricing. Muddy records 378 monthly visits with -80.9% growth and Freemium pricing.

| Metric | [Eigent AI](https://openaitools.app/tool/eigent-ai) | [Muddy](https://openaitools.app/tool/muddy) |
| :--- | :--- | :--- |
| Website URL | https://www.eigent.ai | https://feelmuddy.com |
| Categories | AI Agent, AI Workflow, AI Productivity Tools, AI Browsers | AI Browsers, AI Copilot, AI Productivity Tools, AI Assistant |
| Pricing Model | Freemium, Free Trial, Contact for Pricing | Freemium |
| Monthly Visits | 575,703 | 378 |
| MoM Growth Rate | +1.4% | -80.9% |
| Primary Market | United States | United Kingdom |
| Direct Visits | 83,414 | 146 |
| Review Score | 4.4 | 3.8 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Eigent AI

Eigent positions itself as an open-source "Cowork Desktop" — a multi-agent workforce that lives on your machine rather than a closed cloud SaaS. In a session you give plain-language instructions, and a coordinating agent decomposes the work, dispatches specialist agents (browser, terminal, document, research), and streams a visible trajectory of searches, page reads, extractions, and file writes. Output is produced as real artifacts — Markdown briefs, CSVs, charts, HTML — alongside the reasoning trace, so you can inspect sources and compare revisions before accepting the result.

The product leans heavily on control and deployability. Execution can run locally or be self-hosted on infrastructure your team owns; secret handling and permission decisions stay bound locally. Agents can be paused for approvals on sensitive steps and asked questions even after an interruption, and an "Agent browser" restricts which targets agents may touch. Model selection is flexible: cloud providers, enterprise gateways, local models, and BYOK, switchable without rebuilding a workflow.

Eigent also introduces reusable "Spaces" that package agents, Skills, connectors, and instructions so a team sets up a working environment once and reuses it. Automation can be triggered on a schedule, event, or condition, and remote control lets you check progress through the browser or channels like WhatsApp. The project is developed in the open, with a share of subscription revenue going back to the CAMEL-AI open-source community.

**Pricing & Plans:** Freemium plus paid tiers. The Free plan provides the open-source desktop app with BYOK and local models at $0. The Plus plan is listed at $19.99/month with 2,000 monthly task credits and a 7-day free trial, and Pro at $99.99/month with 10,000 monthly credits and priority support. A Teams plan with central billing and shared libraries is marked coming soon, and Enterprise is custom-quoted with local deployment, security controls, and an agent RL environment. The fully open-source build can also be self-hosted for free.

- **Multi-agent cowork workforce:** A coordinating agent breaks a goal into steps and dispatches specialist browser, terminal, document, and research agents that work in parallel inside a local workspace.
- **Open source and self-hostable:** The desktop app is open source and can run locally or be self-hosted on your own infrastructure with your own keys, so data and secrets stay under your control.
- **Model agnostic, BYOK:** Connect cloud providers, enterprise gateways, or local models and switch between them without rebuilding workflows; use your own API keys or free local models.
- **Traceable results and approvals:** Follow each agent's searches, sources, and file changes, compare versions, then approve, revise, or ask a follow-up before accepting output.
- **Spaces, Skills, and automations:** Package reusable agent setups, Skills, and connectors into Spaces, and trigger work on a schedule, event, or condition with remote progress checks.

**Strengths:** Open source with a free self-hosted path and BYOK, avoiding vendor lock-in; Genuine multi-agent orchestration with visible reasoning and sources; Strong deployment flexibility: local, self-hosted, or enterprise; Reusable Spaces and automations reduce repeated setup work

**Limitations:** Requires some technical comfort to install, configure models, and manage permissions; Paid tiers are credit-metered, so heavy use needs cost monitoring; Some advertised team features are still marked coming soon

[Profile (Markdown)](https://openaitools.app/tool/eigent-ai.md)

## Muddy

Muddy rethinks the browser as a shared surface rather than a personal one. Instead of everyone fumbling through their own tabs while coordinating in a separate chat app, teams create shared views containing the apps they use together, then treat that space as the place where work actually happens. The browser automatically renders and categorizes tabs based on what matters to you, so the workspace stays ordered without manual housekeeping.

Two features stand out. Universal commenting lets you highlight text, select part of an image, point at a video timestamp, or target an area inside a site and send a message about it, effectively putting Slack-style threads across any app on the web. Infinite rewind lets you scrub back through the history of apps, files, and conversations and jump straight back into any of them, which is useful for retracing how a decision was made. Muddy's assistant is context-aware: it reads your open tabs and learns from your conversations, so it can answer realtime questions that previously meant copy-pasting context into a separate chatbot.

Muddy runs on Mac, Windows, iOS, and Android, supports Chrome extensions since sites just run in the browser, and can import your history, passwords, and logins from your current browser. Cookies and passwords are stored locally rather than on Muddy's servers, and the company says its business model is selling collaboration and enterprise features rather than advertising. Tab hibernation keeps memory and battery use in check. The site lists no public pricing tiers, so teams should expect to contact the vendor or start with the free download.

**Pricing & Plans:** Muddy offers a free download to get started and says it monetizes through collaboration and enterprise services; no public price list is shown on the site.

- **Shared workspaces:** Build views with your favorite apps so the whole team works from the same set of tabs, files, and sites instead of scattered windows.
- **Universal commenting:** Highlight text, select image areas, point at video timestamps, or mark regions inside a site and leave a threaded comment right there.
- **Infinite rewind:** Scrub backward through the history of apps, files, and conversations, then jump back into any moment and keep working in the app.
- **Context-aware AI assistant:** The assistant reads your open tabs and learns from team conversations, so it can answer questions only a coworker could previously handle.
- **Multiplayer presence:** See what each teammate is working on across projects and join them inside the relevant app or conversation with one click.

**Strengths:** Turns browsing into genuine collaboration rather than parallel solo work; Universal commenting works across virtually any site or app, including video and images; Rewind and a context-aware assistant preserve team memory that normal browsers lose; Runs on Mac, Windows, iOS, and Android and supports existing Chrome extensions

**Limitations:** No public pricing page, so costs require contacting the team; Best value depends on teammates adopting it together, which is a real change-management effort; A browser as the primary collaboration layer may clash with security policies in regulated companies

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

## Frequently Asked Questions

### How do Eigent AI and Muddy compare in monthly traffic?

Eigent AI has 575,703 monthly visits, while Muddy has 378. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Eigent AI has a month-over-month growth rate of +1.4%; Muddy has -80.9%.

### How does pricing compare?

Eigent AI: Freemium, Free Trial, Contact for Pricing. Freemium plus paid tiers. The Free plan provides the open-source desktop app with BYOK and local models at $0. The Plus plan is listed at $19.99/month with 2,000 monthly task credits and a 7-day free trial, and Pro at $99.99/month with 10,000 monthly credits and priority support. A Teams plan with central billing and shared libraries is marked coming soon, and Enterprise is custom-quoted with local deployment, security controls, and an agent RL environment. The fully open-source build can also be self-hosted for free. Muddy: Freemium. Muddy offers a free download to get started and says it monetizes through collaboration and enterprise services; no public price list is shown on the site.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | Executes complex autonomous multi-step goals and browser tasks, but operates as a cloud service rather than open-source desktop software. | [.md](https://openaitools.app/tool/manus.md) |
| 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation platform with integrated AI agent nodes, but lacks Eigent's native desktop terminal and file manipulation. | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [WorkBuddy](https://openaitools.app/tool/workbuddy) | 2,341,262 | +43.9% | Freemium | Desktop AI workspace that turns task briefs into completed office deliverables, but lacks open-source transparency. | [.md](https://openaitools.app/tool/workbuddy.md) |
| 5 | [Clawdbot (OpenClaw)](https://openaitools.app/tool/clawdbot) | 1,903,068 | -25.4% | Paid, Free | Open-source personal AI assistant running locally, but focuses more on messaging integrations than heavy terminal orchestration. | [.md](https://openaitools.app/tool/clawdbot.md) |
| 6 | [Dia Browser](https://openaitools.app/tool/dia-browser) | 1,254,172 | +108.4% | Free | The AI browser that reads between your tabs | [.md](https://openaitools.app/tool/dia-browser.md) |
| 7 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Generates business apps and automated agents from text prompts, but functions primarily as a collaborative cloud workspace. | [.md](https://openaitools.app/tool/taskade.md) |
| 8 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Visual no-code AI agent builder for web and data workflows, but executes in the cloud rather than local desktop. | [.md](https://openaitools.app/tool/gumloop.md) |
| 9 | [Relevance AI](https://openaitools.app/tool/relevance-ai) | 192,083 | -15.5% | Free Trial, Contact for Pricing | No-code platform for building specialist multi-agent workforces, but lacks local desktop execution capabilities. | [.md](https://openaitools.app/tool/relevance-ai.md) |
| 10 | [OpenBot](https://openaitools.app/tool/openbot) | 145,308 | +2,617.1% | Freemium, Free, Contact for Pricing | Runs local collaborative teams of AI agents on your desktop, but features a less mature developer ecosystem than Eigent. | [.md](https://openaitools.app/tool/openbot.md) |

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Source: https://openaitools.app/compare/eigent-ai-vs-muddy

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