
Gemini-MCP-Server
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Gemini MCP Server
Multi-context processing (MCP) server using Gemini API for analyzing webpages.
Features
- Screenshot and analyze webpages
- Tag and metadata for screenshots
- Retrieve screenshots and associated data via API
API Endpoints
Process a webpage
POST /process
Request body:
{
"url": "https://example.com",
"prompt": "Describe what you see on this webpage"
}
Get screenshots
Get screenshot by ID
GET /screenshots/:id
Example:
GET /screenshots/123
Response:
{
"id": 123,
"url": "https://example.com",
"prompt": "Describe what you see on this webpage",
"created_at": "2023-06-15T12:34:56Z",
"tags": ["initial_load", "page_entry"],
"metadata": {
"pageState": "initial",
"pageTitle": "Example Domain"
},
"download_url": "https://yoursupabaseproject.supabase.co/storage/v1/object/public/screenshots/screenshot_1234.png"
}
Get screenshots with filters
GET /screenshots?tag=initial_load
or
GET /screenshots?key=pageTitle&value=Example%20Domain
Response:
{
"count": 2,
"screenshots": [
{
"id": 123,
"url": "https://example.com",
"prompt": "Describe what you see on this webpage",
"created_at": "2023-06-15T12:34:56Z",
"tags": ["initial_load", "page_entry"],
"metadata": {
"pageState": "initial",
"pageTitle": "Example Domain"
},
"download_url": "https://yoursupabaseproject.supabase.co/storage/v1/object/public/screenshots/screenshot_1234.png"
},
// Additional screenshots...
]
}
Installation
- Clone the repository
- Create a
.env
file based on.env.example
- Run
npm install
- Run
npm run build
- Start the server with
npm start
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Reviews

user_Hnc4C02S
I've been using gemini-mcp-server by muckitymuck, and I must say it's exceptional! The ease of setup and the seamless integration with existing systems make it a standout. The documentation is comprehensive, and the performance is impressive. Highly recommended for anyone looking for a reliable server solution!

user_MYRFL2uG
As a dedicated user of gemini-mcp-server, I am thoroughly impressed by its performance and reliability. Created by the talented muckitymuck, this server seamlessly supports our complex applications with minimal effort. The product's clear start URL and welcoming information make setup a breeze. Highly recommended for anyone in need of a robust MCP solution!

user_0rCkJobX
As a devoted MCP application user, I have found the gemini-mcp-server by muckitymuck to be an indispensable tool. It integrates seamlessly with my existing setup and offers robust performance. The initial setup was straightforward, thanks to the clear instructions and welcoming introduction provided. This server has greatly improved my workflow and I highly recommend it to anyone looking to enhance their MCP experience.

user_nFmZQcX8
I've been using gemini-mcp-server by muckitymuck and it's been a game-changer! The intuitive interface and seamless integration have made managing my applications incredibly efficient. Highly recommend this for anyone looking to streamline their processes and improve productivity. Great job, muckitymuck!

user_YaX9FchP
The gemini-mcp-server by muckitymuck is an impressive tool that has significantly streamlined our workflow. Effortlessly handling multiple protocols, it integrates seamlessly into our existing infrastructure. The user-friendly interface and clear welcome information make setup a breeze. Highly recommended for developers seeking efficiency and reliability in server management.