Flowise

Flowise offers strong open-source agent building with excellent docs and LangChain interop but is hampered by multiple recent security vulnerabilities and limited enterprise reliability features.

67
Trust score
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✓ Our Verdict

Multiple security vulnerabilities including RCE (CVE-2024-31621, CVE-2025-59528) and password reset flaw (CVE-2025-58434) reported in 2025; no confirmed data breaches but multiple CVEs indicate security concerns

Trust Breakdown

67
Trust scoreCaution
AGENT
50
Autonomous workflow delegation
TRUST
75
Transparency & verification
INTEROP
85
Protocol compatibility breadth
SECURE
40
Security controls & audit trail
DOCS
85
Documentation completeness
How these scores are calculated →

What It Actually Does

Flowise offers strong open-source agent building with excellent docs and LangChain interop but is hampered by multiple recent security vulnerabilities and limited enterprise reliability features.

Fit Assessment

Best for

Agent System
67
Flowise
Caution · 67/100
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Score Breakdown

AGENT
50
Autonomous workflow delegation
TRUST
75
Transparency & verification
INTEROP
85
Protocol compatibility breadth
SECURE
40
Security controls & audit trail
DOCS
85
Documentation completeness

Protocol 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
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