Side by side
AgentX vs Langflow
Both stand on multi agent systems. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan Web
Visit AgentX Free plan APILinuxMac+3
Langflow offers visual workflow building alongside Python extensibility, API use, and agent and MCP support. Its execution and isolation model requires care, particularly for multi-tenant deployments.
Visit LangflowThe facts
| AgentX | Langflow | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Web | API, Linux, Mac, Self-hosted, Web, Windows |
| Lowest paid plan | Not published | Not published |
| Plans published | None | None |
| Maker | Not published | Not published |
| Website | agentx.so | langflow.org |
| On multi agent systems | #9 of 19 | #5 of 19 |
AgentX: what it does well
Langflow: what it does well
- Visual editor supports drag-and-drop workflow building.
- Does not require a specific model or vector store.
- Supports agents and MCP server connections.
- Custom Python components can be created and shared.
- Flows can be embedded through the API.
What to know first
- Desktop lacks Shareable Playground and Voice Mode.
- Developer-provided Python can access the backend, filesystem, and network.
- Users are not isolated within one process.
- Multi-tenant isolation is the operator’s responsibility.
Alternatives to AgentX Alternatives to Langflow The whole list