firecrawl/open-agent-builder

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2618 stars · 507 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Open Agent Builder is a visual, no-code workflow builder for creating AI agent pipelines powered by Firecrawl web scraping. It provides a drag-and-drop canvas (built with React Flow) for composing multi-step agent workflows with real-time streaming execution, MCP tool integration, and human-in-the-loop approvals.

Use cases

• build ai agent workflows without code
• visual drag-and-drop web scraping pipelines
• create multi-step ai agent automations
• automated research and content generation workflows
• extract structured data from websites with ai agents
• add human approval steps to automated agent tasks
• run agent workflows with real-time streaming updates
• integrate mcp tools into agent pipelines

When to choose

• you want to visually design and execute ai agent workflows without writing code
• your pipelines need web scraping or data extraction via firecrawl
• you need human-in-the-loop approvals in automated workflows
• you want mcp protocol support for extensible tool integration
• you prefer a self-hosted next.js app with real-time execution and streaming

When to avoid

• you need a fully stable production tool - the project is under active development with features still in progress
• you prefer code-first agent frameworks like langgraph directly rather than a visual builder
• you don't want dependencies on external services like firecrawl, convex, or clerk
• you need workflows unrelated to web data, scraping, or llm-driven automation

Facets

application · maturity active

agent-framework workflow-automation web-scraping chat-interface auth llm-inference mcp rag developer-tools gui web-development developer-tools artificial-intelligence large-language-models crawlers self-hosted cross-platform visual-workflow-builder no-code drag-and-drop langgraph convex clerk react-flow nextjs human-in-the-loop firecrawl node-based-editor template-library real-time-streaming mit-license ai-agents automation data-engineering web-server nodejs typescript docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="firecrawl/open-agent-builder")