ai.smithery/Artin0123-gemini-image-mcp-server

B
7.0

Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…

Installation

Claude Desktop config (remote)

{
  "mcpServers": {
    "ai-smithery-artin0123-gemini-image-mcp-server": {
      "type": "streamable-http",
      "url": "https://server.smithery.ai/@Artin0123/gemini-image-mcp-server/mcp"
    }
  }
}

Cursor config

{
  "mcpServers": {
    "ai-smithery-artin0123-gemini-image-mcp-server": {
      "url": "https://server.smithery.ai/@Artin0123/gemini-image-mcp-server/mcp"
    }
  }
}

Security Report

Score Breakdown

Description10
Permissions10
Behavior4
Stability--

Findings (6)

high
vague-description

Incomplete and Truncated Description

The server description is cut off mid-sentence ('Handle content from U…'), making it impossible to fully understand the server's capabilities and scope. This incomplete documentation raises concerns about whether the server's actual functionality matches its stated purpose.

high
network-access

Remote HTTP Endpoint Without Visible Authentication

The server operates as a remote HTTP endpoint (streamable-http) accessible via https://server.smithery.ai. Remote servers are inherently higher risk as they accept connections from the internet. No authentication mechanism is documented.

medium
excessive-scope

Broad Capability Claims Without Tool Visibility

The server claims to 'analyze images and videos' with Gemini, which implies integration with external AI services. The claim to handle 'content from U[nknown]' suggests potentially broad scope. With 0 tools visible, the actual capabilities and constraints cannot be verified.

medium
data-exfiltration

Image/Video Processing Without Visible Data Handling Policies

A server designed to process images and videos (potentially sensitive content) lacks visible tool definitions or documentation about data handling, retention, or privacy policies. Content sent to this server would be processed by external Gemini API.

low
info

Positive Trust Signal: Repository Available

The server has an associated GitHub repository, which allows for source code review and community scrutiny. This is a positive security indicator.

info
vague-description

Semantic Analysis Summary

This remote HTTP server has moderate security concerns due to its incomplete description, network exposure, and lack of visible tool definitions that would clarify its actual capabilities and constraints. While the GitHub repository provides some trust signal, the truncated description and inability to verify tool-level security controls (input validation, data handling) warrant caution. The integration with external Gemini services for processing potentially sensitive images/videos requires clear data handling documentation.

Last scanned 1h ago

Details

Version
1.4.3
Transport
streamable-http
Capabilities