mcp-server-search
Verified · 6 days agoMCP server for web search operations
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
claude mcp add velocirag -- uvx velocirag
VelociRAG is a local RAG engine with MCP tools for indexing Markdown and searching with vector, BM25, graph, metadata, and reranking layers. The source distribution includes real tests and implementation rather than a wrapper stub, and it avoids PyTorch by using ONNX. First use downloads Hugging Face model files into a local cache, so it is not fully offline until warmed.
MCP server for web search operations
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MCP server for searching Airweave collections with natural language queries.
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