Physical AI platform and Mech dual-arm robot for truck loading, palletizing and other logistics tasks.

Markus
Local-first AI workforce platform where teams of autonomous agents plan, divide and deliver work, with free bring-your-own-key use.
What is Markus?
Markus is an AI-native company platform for deploying and managing teams of autonomous agents. Markus Desktop runs on your own machine and stores projects, agent memory, files and conversations locally in SQLite. Agents can form teams on demand, assign and prioritize their own tasks, collaborate in multi-agent channels and review each other's deliverables. Markus Hub is a cloud service for sharing and discovering agents, teams and skills. You can bring your own API keys for providers such as Anthropic, OpenAI, Google, DeepSeek, Qwen and OpenRouter, or pair it with Ollama to run fully offline. Markus Core is open source under Apache-2.0 and can be self-hosted on macOS, Linux or Windows. The Free tier uses your own keys and allows unlimited agents, teams and projects. Paid plans add managed multi-model access with a monthly credit allowance, starting at $20 per month for Basic with 10,000 credits and rising to Team at $2,000 per month; annual billing saves 20%.
Use cases
- Build a team of AI agents from a goal
- Run research with AI analysts
- Automate a content or media pipeline
- Self-host an AI workforce
- Share agents and skills on a hub
- Run agents offline with local models
Who it's for
Why use Markus
- Projects, memory and conversations stay on your device by default, so work data is not uploaded.
- A free tier with unlimited agents, teams and projects is always available when you bring your own key.
- Markus adds no markup on BYOK usage, so you pay your model provider's rates directly.
- Provider support is wide, and you can switch models or run offline through Ollama.
- Paid credits give managed access to several models without handling separate API keys.
Markus features
- Agents that form teams and self-assign tasks
- Real-time multi-agent channels
- Agent-reviewed deliverables
- Local storage in SQLite on your device
- Bring-your-own-key mode with no markup
- Managed multi-model access with optimized routing
- Runs offline with Ollama or local models
- Markus Hub for sharing agents, teams and skills
- Publish and earn revenue on paid plans
- Apache-2.0 open source core
Markus integrations
How to get started with Markus
- Install Markus Desktop, or self-host the open source Markus Core.
- Connect your LLM provider keys, a local model, or a paid plan's managed credits.
- Describe a goal so agents can form teams and split up the work.
- Watch the agents collaborate in channels and review each other's output.
- Review the results, and publish or download agents and skills through Markus Hub if you want.
Markus limitations
- Free use depends on your own LLM API keys, and you pay those providers directly
- Paid plan credits do not roll over to the next billing period
- Managed token credits are subject to a 5-hour sliding-window rate limit
- The Team plan supports up to 30 members; larger teams need Enterprise
Markus pricing
Yes, Markus has a free plan. Paid plans start at $16 per month, according to the official pricing page on .
Markus plans
Free
$0
- Bring your own key
- Unlimited agents, teams and projects
- All models via BYOK
Basic
$20/month
$16/month billed annually
- 10,000 credits/month
- Managed multi-model access
- Optimized model routing
- Publish and earn revenue
Plus
$100/month
$80/month billed annually
- 50,000 credits/month
- Publish and earn revenue
- Remote access
Pro
$200/month
$160/month billed annually
- 100,000 credits/month
- Multi-user collaboration
- API access
- Custom models
Max
$1,000/month
$800/month billed annually
- 500,000 credits/month
- Up to 10 members
- Priority support
- Higher rate limits
Team
$2,000/month
$1,600/month billed annually
- 1,000,000 credits/month
- Shared org pool
- Up to 30 members
Enterprise
Custom
- Private deployment
- Dedicated support
- Custom SLA
- Custom credit quota
Plans as listed on the official pricing page on . Prices can change and may vary by country or exclude tax. Check the official pricing page.
Markus alternatives
The main Markus alternatives listed on Debuly are CrewAI, MetaGPT, Agent Swarm, AutoGen, LangGraph and AutoGPT. The table compares pricing and platforms; order is A–Z.
| Tool | Pricing | Starting price | Platforms |
|---|---|---|---|
| Markus | Freemium | $16/mo | macOS, Windows, Linux, Desktop app |
| Agent Swarm | Open source | — | Web, Self-hosted, Docker, Kubernetes |
| AutoGen | Open source | — | API, CLI |
| AutoGPT | Freemium | $50/mo | Web, Self-hosted, API |
| CrewAI | Open source | — | Web, API, CLI, Self-hosted |
| LangGraph | Open source | — | Self-hosted, Web, API |
| MetaGPT | Open source | — | — |

Agent Swarm
Self-hosted, MIT-licensed system where a lead agent hands work to Docker-isolated Claude Code, Codex and other coding workers.
Open sourceVisit Agent Swarm (official site)
AutoGen
Microsoft's MIT-licensed Python and .NET framework for multi-agent AI apps, now archived; new projects are pointed to Microsoft Agent Framework.
Open sourceVisit AutoGen (official site)
AutoGPT
Agent platform with a plain-English AutoPilot, a visual workflow builder and self-hosting, plus a $50/month Pro plan with a 7-day trial.
FreemiumVisit AutoGPT (official site)
CrewAI
Multi-agent framework and platform for building AI agent crews in Python or a visual editor, then deploying and monitoring them.
Open sourceVisit CrewAI (official site)
LangGraph
Low-level open-source orchestration framework and runtime for building stateful, long-running AI agents as graphs.
Open sourceVisit LangGraph (official site)
MetaGPT
Open-source multi-agent framework that assigns GPT roles in a simulated software company to build software from a request.
Open sourceVisit MetaGPT (official site)
Markus FAQ
How much does Markus cost?
Free is $0 with your own API keys. Paid plans are Basic $20, Plus $100, Pro $200, Max $1,000 and Team $2,000 per month, plus a custom Enterprise plan. Annual billing saves 20%.
Is Markus free?
Yes. The Free tier lets you use unlimited agents, teams and projects with your own API keys or trial credits, and the page says a free tier will always be available.
How many credits do the plans include?
Basic includes 10,000 credits a month, Plus 50,000, Pro 100,000, Max 500,000 and Team 1,000,000. Extra credits are sold at 500 for $1, 5,000 for $10, 50,000 for $100 and 100,000 for $200, and purchased credits never expire.
Is Markus open source?
Markus Core is open source under Apache-2.0, and you can self-host it on macOS, Linux or Windows. Enterprise plans add private deployment support and custom SLAs.
Is my data private?
Markus Desktop runs on your machine and keeps projects, agent memory and conversations on your device. Data goes to Markus servers only if you use optional features such as Markus Hub or managed tokens.
Which AI models does Markus support?
Anthropic, OpenAI, Google, DeepSeek, MiniMax, Ollama, OpenRouter, Qwen, Seedance and any OpenAI-compatible API.
What are alternatives to Markus?
CrewAI, MetaGPT and Agent Swarm are other multi-agent frameworks, and they differ in language, hosting options and how much control you get over the agent loop.
Sources & verification
Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.
| Source | Type | Accessed |
|---|---|---|
| markus.global | official | |
| github.com/markus-global/markus | repository | |
| markus.global/pricing | pricing | |
| markus.global/terms | official | |
| markus.global/ | official | |
| markus.global/privacy | official |
Image credits
- Logo: from markus.global · fetched · Vendor trademark, used only to identify the product; removed on request
- Cover: none collected yet, so a generated tile is shown.
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