PixelRAG MCP Server
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@PixelRAG MCP ServerIndex the PDFs in my Downloads and summarize each page"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
PixelRAG MCP Server 🚀
An open-source Visual Retrieval-Augmented Generation (Visual RAG) MCP server based on PixelRAG and FastMCP, designed for 24/7 remote hosting via SSE (Server-Sent Events) on platforms like Railway.
🌟 Features
Visual RAG Tooling: Render web pages, PDFs, or design screenshot folders into visual tiles and query them via multimodal vision embeddings.
FastMCP SSE Transport: Exposed over HTTP/HTTPS with Server-Sent Events for 24/7 remote access by Antigravity, Claude Code, Cursor, and VS Code.
Production Ready Docker Setup: Includes Playwright headless Chromium pre-configured for web page screenshot rendering.
Related MCP server: image-tiler-mcp-server
🛠️ Included Tools
index_document: Renders visual tiles from PDF files, image folders, or live URLs, building an indexed vector space.query_visual_index: Queries screenshot tiles using natural language prompts.health_check: Returns operational status of the MCP server.
🚀 Deploying to Railway
Click + New Project $\rightarrow$ Deploy from GitHub repo.
Select
pixelrag-mcp-server.In Settings $\rightarrow$ Networking, click Generate Domain.
Use your public SSE URL:
https://<YOUR-RAILWAY-APP>.up.railway.app/sse
🔌 Connecting to Antigravity / MCP Client
Add the following to your MCP settings file:
{
"mcpServers": {
"pixelrag": {
"url": "https://<YOUR-RAILWAY-APP>.up.railway.app/sse"
}
}
}This server cannot be deployed
Maintenance
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