Alfera vs Langflow
Langflow: Open-source low-code builder to design AI agents and RAG workflows visually, customize them in Python, and serve them as APIs or MCP servers. Alfera is the AI coworker your whole team shares: a company brain that syncs your apps, connections shared per person or per team, permissions on every action, and Slack, WhatsApp and email. Open source, in one click on your server or on Alfera Cloud.
In one line: Alfera is a ready coworker, vs a visual builder for agents.
| LangflowLow-code visual builder for AI agents, RAG apps and MCP servers | Open source, or Alfera Cloud | ||
|---|---|---|---|
| What it is | Open-source low-code builder to design AI agents and RAG workflows visually, customize them in Python, and serve them as APIs or MCP servers. | The AI coworker your whole team shares, with a company brain that syncs your apps. Open source. | |
| Open source | Yes, MIT | Yes, AGPL-3.0 | |
| Self-host | Yes | Yes: one click on DigitalOcean or AWS, or one command on any server | |
| Price | Free and open source (MIT); the home page also offers a free cloud account. Paid pricing: Not published | Free to start: open source to self-host, and Alfera Cloud starts with $10 of free AI usage | |
| Where it works | Web visual editor and Playground, API (incl. OpenAI Responses-compatible endpoint), Embedded chat widget, MCP server, Desktop app (Windows, macOS) | Slack, WhatsApp, email from its own address, the web app, a Mac app, the API and MCP | |
| Team use | Multi-user servers: a superuser creates and activates accounts; each user owns their flows and API keys. Shared workspaces or roles: Not published. | Multiplayer: one coworker for the whole team. It knows who is asking, and each connection is shared with everyone, one project, or one person | |
| Permissions | Not published | Allow, ask first, or never, per connection and per action. Approvals in Slack, email or the app, and every action logged | |
| Starts on its own | Webhook component runs a flow on an HTTP POST; flows also run via the API. Built-in schedules: Not published. | On a schedule, from a webhook, or on 600+ app events | |
| Models | All major LLMs per its site, including OpenAI, Anthropic, Azure, Bedrock, Groq, Mistral, NVIDIA and local Ollama; you add each provider's API key. | 230+ models: Claude, GPT, Gemini, open models, your ChatGPT plan, or your own |
Where Langflow is the better choice
Developers and AI teams who want to build agentic and RAG apps visually, with Python under the hood, from notebook to production.
- Drag-and-drop visual editor where every component can be customized in Python
- Hundreds of pre-built flows and components across data sources, models and vector stores
- Each project is exposed as an MCP server, and flows also serve an OpenAI Responses-compatible API
Everything Alfera does
- A company brain that syncs your apps. Connect Google Drive, Notion, Slack and the rest. Documents sync on their own, keep every version, and every answer draws on them.
- One coworker for the whole team. It knows who is asking. Many people, many tasks at once, each with their own chats and connections, and shared chats when you want.
- 3,000+ app connections, shared the way you choose. Each connection is open to everyone, one project, or one person. A personal mailbox stays personal; the support inbox is the team’s.
- Permissions on every action. Allow, ask first, or never, per connection and per action. Approvals land in Slack, email or the app, and every action is logged.
- Where your team already is. Slack, WhatsApp, email from its own address, the web app, a Mac app, and your own code through the API and MCP.
- It starts work by itself. On a schedule, from a webhook, or on 600+ app events in Gmail, HubSpot, Stripe and more.
- Its own computer. Every chat runs in a sandbox with a terminal and a browser, and its files stay from one chat to the next.
- Any model. 230+ models: Claude, GPT, Gemini, open models, your ChatGPT plan, or a model you run yourself.
- Open source, and free to start. AGPL-3.0. Self-host it in one click on DigitalOcean or AWS, or start on Alfera Cloud with $10 of free AI usage.
Langflow and Alfera
Yes. Alfera is the AI coworker your whole team shares. It has a company brain that syncs your apps, 3,000+ app connections shared per person or per team, permissions on every action, and it works in Slack, WhatsApp, email and the web app. It starts work by itself, runs on any model, and it is open source: self-host it in one click or start free on Alfera Cloud. Langflow is also open source (MIT).
If you want something like Langflow, but open source and free to start, with a company brain that syncs your apps, connections shared per person or per team, and permissions on every action, pick Alfera. It works in Slack, WhatsApp and email, starts work by itself, and runs on any model.
Langflow: Free and open source (MIT); the home page also offers a free cloud account. Paid pricing: Not published. Alfera: Free to start: open source to self-host, and Alfera Cloud starts with $10 of free AI usage.
Langflow: Yes. Alfera: Yes: one click on DigitalOcean or AWS, or one command on any server.
Developers and AI teams who want to build agentic and RAG apps visually, with Python under the hood, from notebook to production. Drag-and-drop visual editor where every component can be customized in Python. Hundreds of pre-built flows and components across data sources, models and vector stores. Each project is exposed as an MCP server, and flows also serve an OpenAI Responses-compatible API.
Sources
Facts about Langflow come from its own pages, read on 16 October 2026. Something out of date? Write to hello@alfera.ai and we will fix it.