agentscope vs langflow

A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.

agentscopelangflow
TaglineBuild and run agents you can see, understand and trust.Langflow is a powerful platform for building and deploying AI-powered agents and workflows.
Stars28k151k
Forks3.1k9.5k
Open issues255977
LanguagePythonPython
LicenseApache-2.0MIT
Last pushedJul 7, 2026Jul 7, 2026
CategoriesAI AgentsEvaluation & Observability, AI Agents, Data & Retrieval

agentscope

A production-ready agent framework with essential abstractions for managing complex multi-agent systems and supporting rising model capabilities.

Python

langflow

A tool that offers a visual interface to create custom AI-powered services, integrating support for major language models (LLMs) and vector databases. It also provides multi-agent orchestration capabilities and observability.

Python