Velocirag

v0.7.4Data Science & MLstable

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

io-github-haseebkhalid1507-velociragmcpai-integration
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What is Velocirag?

Velocirag is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to lightning-fast rag for ai agents. 4-layer fusion, onnx runtime, sub-200ms search.

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

This server falls under the Data Science & ML and Search & Data Extraction categories on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runti

Use Cases

Build fast RAG systems with 4-layer fusion and sub-200ms search performance.
Deploy ONNX-based retrieval for AI agents needing real-time context lookup.
Community

Maintainer

LicenseMIT
Languagepython
Versionv0.7.4
UpdatedApr 5, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install velocirag

Manual Installation

pip install velocirag

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Velocirag

What is Velocirag?

Velocirag is a Model Context Protocol (MCP) server that lightning-fast rag for ai agents. 4-layer fusion, onnx runtime, sub-200ms search. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Velocirag?

Install via pip with: pip install velocirag. Then configure your AI client to connect to this MCP server.

Which AI clients work with Velocirag?

Velocirag works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Velocirag free to use?

Yes, Velocirag is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Data Science & ML MCP Servers

Explore all data science & ml servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-haseebkhalid1507-velocirag": { "command": "pip", "args": ["install", "velocirag"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

Ready to use Velocirag?

Browse our complete directory of 33,000+ MCP servers, read setup guides for your editor, and start building with the Model Context Protocol.

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