Alternatives to Langflow
Visual builder for creating and deploying AI agent workflows. The listings below can replace it for an important use case. Each note says what changes if you switch.
The original
Langflow
Visual builder for creating and deploying AI agent workflows.
Replacements
Listings that take over the same core job as Langflow.
Dify
Self-hosted platform for building AI agent workflows and RAG pipelines.
Dify offers a visual builder covering workflows, RAG and agents with self-hosting, but uses a custom source-available license instead of Langflow's MIT license.
RAGFlow
An open-source, self-hostable RAG engine with document ingestion, hybrid search and a visual agent builder.
RAGFlow offers a visual agent workflow builder with MCP support on top of a document ingestion and hybrid search engine, geared toward teams.
ComfyUI
Construct AI generation workflows with a visual node graph.
ComfyUI is a GPL-3.0 visual node graph tool, oriented toward generation workflows rather than agent and API deployment.
Also worth comparing
These listings name Langflow as their own alternative, so the relationship runs both ways.
MindsHub (formerly MindsDB)
Open source agent workspace for research, coding and business tasks.
Langflow is an MIT licensed visual builder for agent workflows with API and MCP server output, though complex workflows can need developer-level setup.
Similar software
Related functionality, not a direct replacement.
AnythingLLM
A desktop AI app that answers questions about your own documents, with no account and no API key needed.
Goose
Run an extensible AI assistant on your desktop or in a terminal.
Ollama
The simplest way to pull down an open language model and run it on your own machine, from one command or a desktop app.
Open WebUI
A self-hosted chat interface that talks to Ollama and any OpenAI-compatible API, so your local models get a proper front end.
Docling
Open source library that converts documents into AI-ready structured formats.
