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.
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.
pip install UltraRAGAdd this configuration to your claude_desktop_config.json:
{
"mcpServers": {
"openbmb-ultrarag-github": {
"command": "uvx",
"args": [
"pip install UltraRAG"
]
}
}
}Restart Claude Desktop, then ask:
"What tools do you have available from UltraRAG?"
No configuration required. This server works out of the box.
"What resources are available in UltraRAG?"
Claude will query available resources and return a list of what you can access.
"Show me details about [specific item] in UltraRAG"
Claude will fetch and display detailed information about the requested item.
"Create a new [item] in UltraRAG with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.