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Langflow

Visual builder for AI flows that auto-expose as MCP tools

Overview

Langflow gives you a visual canvas for wiring LLMs, retrieval steps and tools into a flow. Every flow automatically becomes an MCP tool, so Claude, Cursor or any MCP client can call a research-and-draft pipeline you built by dragging boxes. It is MIT licensed and free to self-host, but there is no published cloud pricing.

Key Features

  • ✓Official MCP server — flows auto-expose as callable tools
  • ✓Works as both MCP server and MCP client
  • ✓Visual flow builder for LLM and retrieval pipelines
  • ✓MIT licensed and free to self-host
  • ✓Owned by IBM via the 2025 DataStax acquisition

Works with AI agents

Official MCP

Langflow MCP is built in: each project on your own Langflow instance exposes its flows as MCP tools over streamable HTTP, with an API key when auth is on. Langflow can also call other MCP servers through its MCP Tools component. Vendor docs →

Other ways in:REST APIWebhooksCLIZapier

What a content marketer uses it for: Build a brief-to-draft flow once, then call it from Claude or Cursor whenever you need a first draft.

Checked against the vendor's docs on 2026-10-13.