Pick Langflow if you’re a developer who wants a free, MIT-licensed, Python-based builder you can self-host and extend, and you’ll wire up models and vector stores yourself. Pick MultiverseAI if you want a hosted product where models, app connections, scheduling and chat already work, with no infrastructure to run.
Langflow facts are quoted from Langflow's own site, linked in each row. Prices and plans change — check the source before you buy.
| Feature | MultiverseAI | Langflow |
|---|---|---|
| What it is | A no-code AI agent and agentic workflow builder with multi-model chat, a public API and an MCP server. | “A powerful tool to build and deploy AI agents and MCP servers.”source |
| What you pay for | Credits for AI usage, at provider cost plus 50% (1 credit = $0.01). Workflow steps that call no model are not metered. | Free and open source; the site offers a free cloud account and lists no paid tiers.source |
| Free plan | Yes — 100 free credits on every account. | Yes — self-host for free, or sign up for a free cloud account.source |
| Entry paid plan | Pro: $29/mo, or $24/mo billed yearly, with 2,500 credits. Credit packs from $10 for 1,000 credits that never expire. | No paid plan listed on langflow.org.source |
| Self-hosting | No. Cloud only, plus a native Mac app. | Yes — MIT license; install with pip or Docker, or use the desktop app for Windows and macOS.source |
| AI agents | Custom agents with 97 tools, memory, approvals and scheduled tasks; agents can be steps in workflows. | Agents that use your components as tools; every flow can be served as an API or an MCP server.source |
| Bring your own AI key | Yes — bring your own provider keys, or run on platform credits. | Model-agnostic: it “doesn’t require you to use specific large language models”; you configure providers yourself.source |
| Integrations | 56, each acting through an account you connect. | Components for major LLMs, vector databases and AI tools, plus external MCP servers; no total count given.source |
For teams that want a hosted product rather than a framework, yes. Langflow is a free, MIT-licensed developer tool you run yourself; MultiverseAI is a managed agent and workflow builder with app connections and multi-model chat built in.
Yes — Langflow is open source under the MIT license, and its site offers a free cloud account. You still pay your own model providers and, if you self-host, your hosting.
Yes. Langflow can serve each flow as an MCP server. MultiverseAI has an MCP server and a public REST API that expose your agents and workflows to other tools.
Every account starts with 100 free credits. Build an agent or a workflow and judge it on your own work.