mcp-server-gitlab
MCP server for GitLab integration.
Evaluated Mar 15, 2026
(0d ago)
⚙ Agent Friendliness
78
/ 100
Can an agent use this?
🔒 Security
60
/ 100
Is it safe for agents?
⚡ Reliability
75
/ 100
Does it work consistently?
Score Breakdown
⚙ Agent Friendliness
MCP Quality
80
Documentation
60
Error Messages
--
Auth Simplicity
100
Rate Limits
80
🔒 Security
TLS Enforcement
100
Auth Strength
50
Scope Granularity
0
Dep. Hygiene
50
Secret Handling
100
No known vulnerabilities in dependencies.
⚡ Reliability
Uptime/SLA
50
Version Stability
100
Breaking Changes
100
Error Recovery
50
Best When
Used in conjunction with other MCP services.
Avoid When
When a simple GitLab setup is sufficient.
Use Cases
- • Integrating GitLab with other services
- • Automating workflows with GitLab
Not For
- • Users looking for a standalone GitLab solution
- • Those who do not use GitLab
Interface
Authentication
Methods:
OAuth: No
Scopes: No
Pricing
Model: Open Source
Free tier:
Yes
Requires CC:
No
Agent Metadata
Pagination
Cursor-based
Idempotent
True
Retry Guidance
Documented
Alternatives
Full Evaluation Report
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Scores are editorial opinions as of 2026-03-15.