RAG Demo MCP Server

Demonstrates a Retrieval-Augmented Generation (RAG) application integrated with MCP server.

Local serverstdio★ 1

What is the RAG Demo MCP Server?

Demonstrates a Retrieval-Augmented Generation (RAG) application integrated with MCP server.

What the server does

Use the process_query tool to ask questions about the company.

  • MCP server integration
  • Document retrieval using vector search with ChromaDB
  • Context-aware prompt generation
  • Integration with LLM APIs

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

VariableDescriptionRequired
OPENAI_API_KEYCredential the server authenticates with.Yes

Frequently asked questions

RAG Demo is a Retrieval-Augmented Generation application that integrates with MCP server, enabling you to retrieve documents, generate context-aware prompts, and leverage LLM APIs for advanced data interaction.