firecrawl/open-agent-builder

by firecrawl

🔥 Visual workflow builder for AI agents powered by Firecrawl - drag-and-drop web scraping pipelines with real-time execution

Content Signals

Repo Health

Multi-platform bonus: +5 pts if tool supports 2+ platforms. Score derived from 12 structural signals — not stars or popularity.

Trust & Verification

Risk Assessment

• Multiple API execution endpoints that accept and execute arbitrary code/workflows: /execute-agent, /execute-firecrawl, /execute-guardrails, /execute-mcp, /execute-extract without visible authentication gates in file structure
• LangGraph execution engine integration (/execute-langgraph) enables multi-step autonomous agent execution with state management, allowing complex agentic behavior without explicit human approval
• MCP (Model Context Protocol) support with registry and test-mcp-connection endpoints suggest capability to dynamically load and execute external tools/code
• Human-in-the-loop approval workflow (/approval endpoints) indicates the system is designed to make autonomous decisions and then seek retroactive approval rather than requiring pre-approval
• Code export functionality (/export-code, /export-langgraph) could be used to extract and repurpose generated code
• Template seeding and update endpoints suggest dynamic content injection and modification capabilities