gemini-mcp-tool

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding.

Evaluated Mar 17, 2026 (0d ago)
Homepage ↗ Repo ↗ AI & Machine Learning MCP AI Gemini CLI File Analysis
⚙ Agent Friendliness
74
/ 100
Can an agent use this?
🔒 Security
60
/ 100
Is it safe for agents?
⚡ Reliability
25
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
80
Documentation
80
Error Messages
--
Auth Simplicity
100
Rate Limits
50

🔒 Security

TLS Enforcement
100
Auth Strength
50
Scope Granularity
0
Dep. Hygiene
50
Secret Handling
100

No known vulnerabilities in dependencies, but some dependencies may have issues.

⚡ Reliability

Uptime/SLA
0
Version Stability
50
Breaking Changes
0
Error Recovery
50
AF Security Reliability

Best When

Used in conjunction with Claude Code for optimal performance.

Avoid When

When working with small files that do not require advanced analysis.

Use Cases

  • Analyze large files and codebases using natural language queries.
  • Integrate AI assistants with Gemini CLI for enhanced functionality.
  • Utilize sandbox mode for safe code execution.

Not For

  • Users without Node.js installed.
  • Users not familiar with command line interfaces.

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
Yes
SDK
No
Webhooks
No

Authentication

Methods: API Key
OAuth: No Scopes: No

Pricing

Free tier: Yes
Requires CC: No

Agent Metadata

Idempotent
True
Retry Guidance
Documented

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Scores are editorial opinions as of 2026-03-17.

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