Security Report
✓Verified by MCPForge

GitLab API MCP Security Report

Independent security and governance assessment · Assessed June 24, 2026

93

Security

90

Compliance

91

MCPForge Score

Security Findings

Security

+Server reachable and responding
+Authentication flow detected
+No destructive operations detected
−Credentials Vault not configured — API keys may be exposed through direct agent access if tools require authentication

Compliance

−User/contact data handling detected (GDPR/CCPA obligations)
−Credentials Vault not configured — configure to ensure proper server-side key management

Risk Analysis

68 tools analyzed
High Risk19
Medium Risk26
Low Risk23

By Category

Delete10
Auth3
Admin14
Write18
Read23
○No approval workflows configured

Governance Assessment

Formal Security Review
Not Started
Credentials Vault✗ Not Configured
Endpoint ProtectionNot Enabled
Audit Logging✓ Active — All tool invocations logged

Agent Reliability Assessment

Description Quality

52/52 tools have descriptions · avg 41 chars

100/100

Excellent

Output SanitizationPASS
Agent Reliability Score
99/100 · Excellent

Production Readiness

Enterprise Ready

91

MCPForge Score

→Configure the Credentials Vault to protect API keys from direct agent exposure.
→Enable endpoint protection to require API key authentication on direct MCP calls.
→Start a formal Security Review to qualify for the "✓ Security Reviewed" badge.
→Review the 19 high-risk tools and configure approval workflows where appropriate.

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