UltraRAG
pipStandardUltraRAG v3 is a low-code MCP framework for constructing complex RAG pipelines. It provides tools for building, managing, and deploying RAG systems with minimal coding. The server connects to various data sources and integrates with LLM APIs. Developers use it to create custom RAG pipelines for applications requiring advanced information retrieval and synthesis.
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Overview
UltraRAG v3 is a low-code MCP framework for constructing complex RAG pipelines. It provides tools for building, managing, and deploying RAG systems with minimal coding. The server connects to various data sources and integrates with LLM APIs. Developers use it to create custom RAG pipelines for applications requiring advanced information retrieval and synthesis.
Installation
1Install the package
pip
pip install UltraRAG2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"openbmb-ultrarag-github": {
"command": "uvx",
"args": [
"pip install UltraRAG"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from UltraRAG?"
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 UltraRAG?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in UltraRAG"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in UltraRAG with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with UltraRAG
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