mcp-server-search
Verified · 22 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
Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
Search your local screen recordings, audio transcripts, and computer activity from screenpipe.
Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.
Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model.