TL;DR
Velocirag is a Model Context Protocol (MCP) server. Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search. Install with: uvx velocirag. Source: https://github.com/HaseebKhalid1507/VelociRAG. It speaks the Model Context Protocol and works with any compatible client (Claude, Cursor, Cline, Windsurf, Warp and more).
Velocirag
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
Install Command
uvx velociragFrequently Asked Questions
Velocirag is a Model Context Protocol server that Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
You can install it by running the install command: `uvx velocirag`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.
The Velocirag MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.
Check the project license on its repository before use.
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Details
- Agent Rank
- 57.1
- License
- Last Updated
- Aug 11, 2026
- Languages
- Python
Client Compatibility
Speaks the Model Context Protocol — works with any compatible client.