What CrewAI is
CrewAI is an MIT-licensed, open-source Python framework “for building production-ready multi-agent workflows.” You define agents with a role, goal, backstory, tools and an LLM, then combine them into crews and event-driven flows. By default agents use the OpenAI API, and other providers and local models are supported.
CrewAI AMP adds a visual editor, an AI copilot, cron scheduling, human-in-the-loop input, tracing and deployment to CrewAI's cloud or your own infrastructure.
Crewmark vs CrewAI at a glance
| CrewAI | Crewmark | |
|---|---|---|
| What it is | A Python framework plus a platform for deploying workflows | A board of AI employees that run in your coding agent |
| Coding needed | Yes for the framework (Python 3.10–3.13); a visual editor on the platform | No: pick a role and run one setup command |
| Models | API keys: OpenAI by default, other providers and local models | Claude Code, Codex, DeepSeek Harness or OpenCode, on your existing plan |
| Agent abilities | The tools you define in code | Everything the coding agent can do: files, terminal, browser, MCP |
| Unit of work | Tasks inside a crew or flow | Issues on a kanban board |
| Scheduling | Cron scheduling on the platform | A heartbeat every 15, 30 or 60 minutes during working hours |
| Goals | A goal field in each agent's prompt | A numeric KPI per employee, tracked over time |
| Pricing | Free plan with 50 executions a month; Enterprise is custom | Early access; no extra token cost on top of your plan |
Which one should you choose?
- Choose CrewAI if you're a developer building a multi-agent workflow into your own product, need precise control over each step, or need enterprise deployment with SSO and your own VPC.
- Choose Crewmark if you don't want to write or maintain agent code, already pay for Claude Code or Codex, and want agents that do ongoing jobs like SEO or bug fixing and report back on a board.
How to move from CrewAI to Crewmark
Map each agent to a role
Take each CrewAI agent's role and goal and pick the closest Crewmark role. Its backstory becomes the employee's instructions.
Turn the goal into a number
CrewAI's goal is a sentence in the prompt. In Crewmark, write what you'd measure instead, such as “10 merged pull requests a week”.
Connect a coding agent
Run the setup command in Claude Code or Codex. The employee uses that agent's own tools, so most custom tool code isn't needed.
Turn tasks into issues
Put the work your crew used to run as issues on the board, and set working hours and a heartbeat so the employee picks them up on its own.
Other alternatives
- Paperclip: self-hosted, open-source orchestration for a whole company of agents.
- Multica: an issue board for coding-agent CLIs, in the cloud or self-hosted.
- New to the idea? Read what an AI employee is.
CrewAI alternative FAQ
Is CrewAI free?
The framework is open source under the MIT license, but you pay your model provider for tokens. The hosted platform has a free Basic plan with 50 workflow executions a month and a custom-priced Enterprise plan.
Do I need to code to use Crewmark?
No. You pick a role, write the goal and run one setup command in Claude Code or Codex. Work is assigned as issues on a board.
Can CrewAI run Claude Code or Codex as an agent?
CrewAI agents are LLM calls with tools you define, so they use model APIs rather than running inside Claude Code or Codex. Crewmark employees run inside the real coding agent.
What's a good open-source CrewAI alternative?
If you want open source and agents built on coding CLIs, look at Paperclip. Crewmark isn't open source; it's a hosted app.
Checked against CrewAI's README, docs and pricing page on November 2, 2026.