mcp rag server
pipStandardThe MCP RAG Server provides retrieval-augmented generation capabilities. It exposes document retrieval and generation tools, connecting to vector databases and document stores. Developers use it to build AI agents that retrieve relevant documents and generate context-aware responses.
64120Updated 3 months ago
Overview
The MCP RAG Server provides retrieval-augmented generation capabilities. It exposes document retrieval and generation tools, connecting to vector databases and document stores. Developers use it to build AI agents that retrieve relevant documents and generate context-aware responses.
Installation
1Install the package
pip
pip install mcp-rag-server2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"karaage0703-mcp-rag-server-github": {
"command": "uvx",
"args": [
"pip install mcp-rag-server"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from mcp rag server?"
Prerequisites
- Python 3.10 or higher
- pip or uv package manager
- Claude Desktop or Claude API access
Configuration
No configuration required. This server works out of the box.
Usage Examples
List Resources
"What resources are available in mcp rag server?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in mcp rag server"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in mcp rag server with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with mcp rag server
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