Langflow
MIT visual agent/workflow builder — every flow as API + MCP tool
AI Agents / Orchestration · Open-Core · 156k
Reviewed 2026-10-01 · last push 2026-10-19 · repo checked 2026-10-19
What's Good
MIT (langflow-ai/langflow). PyPI `langflow` (HTTP 200). Visual authoring plus source-access Python components, playground, and batteries for major LLMs/vector DBs. Built-in API and MCP servers turn workflows into tools other agents can call.
The Catch
★155k: a large, mature project, but stars still are not a quality signal. Vs Dify / n8n / mcp-agent: Dify is OSS+cloud LLM studio; n8n is fair-code general automation; mcp-agent is an agent framework — Langflow’s catch is the agent/RAG visual builder with first-class MCP tool export. Self-host ops and dependency weight are real; pin OSS deploy docs before promising zero-ops.
Verdict
MIT visual agent builder when flows must ship as API/MCP tools — not Dify’s studio lane alone and not n8n general automation.
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Markdown
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