MCP Florence2 vs Claude Real Video

A side-by-side look at the MCP Florence2 and Claude Real Video MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

MCP Florence2 logoMCP Florence2Multimedia Process · Local subprocess (stdio)An MCP server for processing images using Florence-252GoodAuth: not declaredClaude Real Video logoClaude Real VideoMultimedia Process · Local subprocess (stdio)Let any LLM actually watch a video: scene-aware keyframes plus a timestamped transcript, local.51GoodAuth: no auth required

Verdict: choose MCP Florence2 for multimedia process work as a local process; choose Claude Real Video for multimedia process as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

MCP Florence2 logoChoose MCP Florence2 when

  • You need dedicated capabilities in the Multimedia Process domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like src, prompt.
Explore MCP Florence2

Claude Real Video logoChoose Claude Real Video when

  • You need dedicated capabilities in the Multimedia Process domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
Explore Claude Real Video

Feature & specification comparison

Rows where the two servers differ are marked.

SpecMCP Florence2 logoMCP Florence2Claude Real Video logoClaude Real Video
CategoryMultimedia ProcessMultimedia Process
Quality signal52/100 · Good51/100 · Good
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNo auth required
PricingNot declaredFreemium
Required env varsNone listedNone listed
Verified ownerCommunity listingCommunity listing
GitHub stars72,255
Directory activity 0 views 0 installs 0 upvotes 6 views 0 installs 0 upvotes
Tools2Not listed

Tools & capabilities

MCP Florence2 tools 2

  • srcA file path or URL to the image file that needs to be processed.
  • promptA custom prompt for the Florence-2 model.

Claude Real Video tools

No tool names declared yet. Check the project README from the listing page.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

MCP Florence2

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mcp-florence2": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/jkawamoto/mcp-florence2",
        "mcp-florence2"
      ]
    }
  }
}

Claude Real Video

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "claude-real-video": {
      "command": "uvx",
      "args": [
        "claude-real-video"
      ]
    }
  }
}

Frequently asked questions

MCP Florence2 is categorized under Multimedia Process and uses a local stdio subprocess. Claude Real Video belongs to Multimedia Process and uses a local stdio subprocess. Pick MCP Florence2 for multimedia process work and Claude Real Video for multimedia process.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

MCP Florence2 has no declared pricing — check the project's own site. Claude Real Video is listed as freemium — a free tier with paid plans. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add mcp-florence2 and claude-real-video as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, MCP Florence2 has a quality signal of 52/100 (Good) with 0 views, 0 installs and 7 GitHub stars. Claude Real Video has 51/100 (Good) with 6 views, 0 installs and 2,255 GitHub stars.