# Mcp Florence2

> An MCP server for processing images using Florence-2

- **Type:** MCP server
- **Install:** `agentstack add mcp-jkawamoto-mcp-florence2`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [jkawamoto](https://agentstack.voostack.com/s/jkawamoto)
- **Installs:** 0
- **Category:** [Integrations](https://agentstack.voostack.com/c/integrations)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [jkawamoto](https://github.com/jkawamoto)
- **Source:** https://github.com/jkawamoto/mcp-florence2

## Install

```sh
agentstack add mcp-jkawamoto-mcp-florence2
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Florence-2 MCP Server

[](https://github.com/astral-sh/uv)
[](https://github.com/jkawamoto/mcp-florence2/actions/workflows/python-app.yaml)
[](https://github.com/pre-commit/pre-commit)
[](https://github.com/jkawamoto/mcp-florence2/blob/main/LICENSE)

[](https://mseep.ai/app/jkawamoto-mcp-florence2)

An MCP server for processing images using [Florence-2](https://huggingface.co/microsoft/Florence-2-large).

You can process images or PDF files stored on a local or web server to extract text using OCR (Optical Character
Recognition) or generate descriptive captions summarizing the content of the images.

## Installation

### [Claude](https://claude.com/download)
Download the latest MCP bundle `mcp-florence2.mcpb` from
the [Releases](https://github.com/jkawamoto/mcp-florence2/releases) page,
then open the downloaded `.mcpb `file or drag it into the Claude Desktop's Settings window.

Manually configuration

You can also manually configure this server for Claude Desktop.
Edit the `claude_desktop_config.json` file by adding the following entry under `mcpServers`:

```json
{
  "mcpServers": {
    "florence-2": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/jkawamoto/mcp-florence2",
        "mcp-florence2"
      ]
    }
  }
}
```

After editing, restart the application.

For more information,
see: [Connect to local MCP servers - Model Context Protocol](https://modelcontextprotocol.io/docs/develop/connect-local-servers).

### [goose](https://block.github.io/goose/)
Open this link
```
goose://extension?cmd=uvx&arg=--from&arg=git%2Bhttps%3A%2F%2Fgithub.com%2Fjkawamoto%2Fmcp-florence2&arg=mcp-florence2&id=florence2&name=Florence-2&description=An%20MCP%20server%20for%20processing%20images%20using%20Florence-2
```
to launch the installer, then click "Yes" to confirm the installation.

Manually configuration

You can also directly edit the config file (`~/.config/goose/config.yaml`) to include the following entry:

```yaml
extensions:
  florence2:
    name: Florence-2
    cmd: uvx
    args: [ --from, git+https://github.com/jkawamoto/mcp-florence2, mcp-florence2 ]
    enabled: true
    type: stdio
```

For more details on configuring MCP servers in Goose, refer to the documentation:
[Using Extensions | goose](https://block.github.io/goose/docs/getting-started/using-extensions#mcp-servers).

### [LM Studio](https://lmstudio.ai/)
To configure this server for LM Studio, click the button below.

[](https://lmstudio.ai/install-mcp?name=florence-2&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyItLWZyb20iLCJnaXQraHR0cHM6Ly9naXRodWIuY29tL2prYXdhbW90by9tY3AtZmxvcmVuY2UyIiwibWNwLWZsb3JlbmNlMiJdfQ%3D%3D)

## Tools

### ocr

Process an image file or URL using OCR to extract text.

#### Arguments:

- **src**: A file path or URL to the image file that needs to be processed.

### caption

Processes an image file and generates captions for the image.

#### Arguments:

- **src**: A file path or URL to the image file that needs to be processed.

## License

This application is licensed under the MIT License. See the [LICENSE](LICENSE) file for more details.

## Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [jkawamoto](https://github.com/jkawamoto)
- **Source:** [jkawamoto/mcp-florence2](https://github.com/jkawamoto/mcp-florence2)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/mcp-jkawamoto-mcp-florence2
- Seller: https://agentstack.voostack.com/s/jkawamoto
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.