firecrawl vs langflow

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

firecrawllangflow
TaglineThe API to search, scrape, and interact with the web at scale.Langflow is a powerful platform for building and deploying AI-powered agents and workflows.
Stars147k151k
Forks8.5k9.5k
Open issues387977
LanguageTypeScriptPython
LicenseAGPL-3.0MIT
Last pushedJul 7, 2026Jul 7, 2026
CategoriesData & Retrieval, AI AgentsEvaluation & Observability, AI Agents, Data & Retrieval

firecrawl

Firecrawl is an open-source web context API aimed at finding sources, extracting content, and converting it into clean Markdown or structured data. It focuses on reliability, speed, and LLM-ready output formats.

TypeScript

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