Design MCP Server

MCP Florence2

Name: MCP Florence2
Author: jkawamoto

An MCP server for processing images using Florence-2

Scan flagged something by jkawamoto6MITPythonIntermediatestdio

Install

Claude Code

claude mcp add mcp-florence2 -- uvx mcp-florence2

Cursor

{
  "mcpServers": {
    "mcp-florence2": {
      "command": "uvx",
      "args": [
        "mcp-florence2"
      ]
    }
  }
}

VS Code

{
  "mcp": {
    "servers": {
      "mcp-florence2": {
        "command": "uvx",
        "args": [
          "mcp-florence2"
        ]
      }
    }
  }
}

Windsurf

{
  "mcpServers": {
    "mcp-florence2": {
      "command": "uvx",
      "args": [
        "mcp-florence2"
      ]
    }
  }
}

Claude Desktop

{
  "mcpServers": {
    "mcp-florence2": {
      "command": "uvx",
      "args": [
        "mcp-florence2"
      ]
    }
  }
}

Safety Report

67% Scan flagged something

Scanned 5 months ago

4 passed 1 warnings 1 failed

Security

Authentication

details

No authentication mechanism detected in source code

Fail

CORS Policy

details

No CORS-relevant transport detected (likely stdio)

N/A

Rate Limiting

details

No rate limiting mechanism detected

Info

Known CVEs

details

No known CVEs in dependencies

Pass

Code Quality

Dependency Audit

details

No known vulnerable dependencies detected

Pass

Dangerous Patterns

details

No dangerous code patterns detected

Pass

License

details

License: MIT

Pass

Community

Maintenance Status

details

Last commit 5 months ago

Warning

Learn about our security methodology →

Compatibility

Claude CodeFull support

Tested

CursorFull support

Tested

VS CodeFull support via Copilot

Tested

WindsurfFull support

Tested

Claude DesktopFull support

Tested

Frequently Asked Questions

What is MCP Florence2?

An MCP server for processing images using Florence-2

Is MCP Florence2 safe to use?

We cannot tell you that, and nobody scanning at this scale can. What we did in March 2026 was shallow-clone MCP Florence2 and run five keyword searches over its source: auth identifiers, CORS configuration, rate-limit identifiers, the dependency manifest against a hardcoded list of 18 known-vulnerable packages, and unguarded eval/exec calls. At least one matched — the specific finding is in the scan report on this page. A text search cannot follow a variable, judge intent, or tell you what a server does once it is running, so "nothing matched" is not "safe". What the scan does and does not cover is written out at /mcp/security.

What are alternatives to MCP Florence2?

Similar MCP servers include Blender MCP, Davinci Resolve MCP, Manim MCP Server. Each serves a similar purpose but may differ in features, language, and compatibility.