Velocirag MCP Server

by haseebkhalid1507 Your server? Claim it

local only

Velocirag runs on your own machine — the client starts it, so there is no endpoint to ping. 86 installs a week from pypi. Last commit 5 Apr 2026.

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

Installs per day peak 73 · avg 22 · -67% w/w

a month agotoday

Installs / week

pypi · velocirag

Stars

0 open issues

5 Apr 2026

Last commit

from GitHub

MIT

License

Python

Nothing serious here today

Today is the operative word: we check Velocirag every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add velocirag -- uvx velocirag

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "velocirag": {
      "command": "uvx",
      "args": [
        "velocirag"
      ]
    }
  }
}

~/.codex/config.toml

[mcp_servers.velocirag]
command = "uvx"
args = ["velocirag"]

.cursor/mcp.json

{
  "mcpServers": {
    "velocirag": {
      "command": "uvx",
      "args": [
        "velocirag"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "velocirag": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "velocirag"
      ]
    }
  }
}

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Velocirag — questions

Answers built from our own checks of this server.

Why is there no uptime for Velocirag?

Velocirag runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package velocirag was installed 86 times last week.

How do I connect Velocirag?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls velocirag straight from pypi; nothing to host, nothing to sign up for.

How many people use Velocirag?

The pypi package velocirag was installed 86 times in the last week. Week over week that is -67%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is Velocirag open source?

Yes — it is published under the MIT licence, written in Python and 12 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.