Langflow
Powerful open-source low-code agent builder excels in interop and docs but held back by security vulnerabilities and missing operational assurances.
✓ Our Verdict
data_incident_12mo (CVE-2025-34291 RCE/ATO in Dec 2025)
Trust Breakdown
67
Trust scoreCautionAGENT59
Autonomous workflow delegationTRUST58
Transparency & verificationINTEROP91
Protocol compatibility breadthSECURE41
Security controls & audit trailDOCS88
Documentation completenessWhat It Actually Does
Powerful open-source low-code agent builder excels in interop and docs but held back by security vulnerabilities and missing operational assurances.
Fit Assessment
Best for
Agent System
67
Langflow
Caution · 67/100
Score Breakdown
AGENT59
Autonomous workflow delegationTRUST58
Transparency & verificationINTEROP91
Protocol compatibility breadthSECURE41
Security controls & audit trailDOCS88
Documentation completenessProtocol Support
MCP—
A2A—
A2H—
REST API—
Agent-callable—
Capabilities
Transaction capable—
ACP support—
Audit trace—
Pricing
Free
Workflow Fit
Agent System
Related Categories
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Composite score: 67