Langflow is a powerful tool to build and deploy AI agents and MCP servers. It comes with batteries included and supports all major LLMs, vector databases and a growing library of AI …

Langflow is a new, visual framework for building multi-agent and RAG applications. It is open-source, Python-powered, fully customizable, and LLM and vector store agnostic.

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Get started with Langflow by loading a template flow, running it, and then serving it at the /run API endpoint.

Langflow Desktop (Recommended): Download and install the standalone desktop application for the easiest setup experience. Docker: Pull and run the Docker image to start a Langflow …

This page explores the fundamental building blocks of Langflow, beginning with the question, "What is a flow?"

Use the Langflow runtime to deploy your flows if you don't require the frontend for visual development. The Langflow runtime can be deployed on Docker or Kubernetes.

Jun 24, 2024 · After months of development and feedback, today we have released Langflow 1.0, a powerful visual framework for building AI applications and multi-model agents — open …

Agent components in Langflow Agent components define the behavior and capabilities of AI agents in your flow. Agents use LLMs as a reasoning engine to decide which of the connected …

Mar 12, 2025 · When acting as a client, Langflow’s MCP component exposes MCP tools natively to the native Langflow agent component giving Langflow developers immediate access to the …