Overview
Quick SetupGet MCP servers running in under 5 minutes
What Are MCP Servers?
Section titled “What Are MCP Servers?”MCP (Model Context Protocol) servers connect AI assistants like Claude and Cursor to specialized knowledge bases. Instead of manually searching through hundreds of pages of documentation, you ask questions in plain English and get instant answers with code examples.
We provide two MCP endpoints, each covering a different part of the camera development ecosystem:
| Server | Name | What it covers | URL |
|---|---|---|---|
| Camera Remote SDK Docs | CameraRemoteSDK |
C++/C# SDK — APIs, code examples, compatibility, error codes. 13,000+ indexed pieces | https://sdk-rag-agent-production.up.railway.app/mcp |
| Camera Help Guides | CameraHelp |
24 Sony camera models — settings, features, shooting modes, troubleshooting. 55,000+ entries | https://camera-rag-agent-production.up.railway.app/mcp |
You can install any combination of them — they run independently and can be used simultaneously.
How It Works
Section titled “How It Works”- You Ask a Question — Ask your AI assistant about any Sony camera development topic
- The MCP Server Searches — Your AI automatically selects the right server and searches through indexed documentation
- You Get Instant Results — Receive relevant documentation, code examples, and explanations without leaving your conversation
The Technology (Simplified)
Section titled “The Technology (Simplified)”- RAG (Retrieval-Augmented Generation): Combines AI understanding with database search to find accurate answers
- Vector Embeddings: Converts documentation into a format AI can search semantically
- MCP (Model Context Protocol): The standard that lets AI assistants connect to these servers
- Cloud Hosted: Runs on Railway and Cloudflare for reliable 24/7 availability
You don’t need to understand these technologies — just connect the servers to your AI assistant and start asking questions.