mcpbeat

Velocirag MCP Server

io.github.HaseebKhalid1507/velocirag
local only

Velocirag runs on your own machine — the client starts it, so there is no endpoint to ping. 192 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 85 · avg 23 · +79% w/w
a month agotoday
192
Installs / week
pypi · velocirag
10
Stars
0 open issues
5 Apr 2026
Last commit
0 releases in 90 days
MIT
License
Python

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.

run in your terminal
claude mcp add velocirag -- uvx velocirag
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "velocirag": {
      "args": [
        "velocirag"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.velocirag]
command = "uvx"
args = ["velocirag"]
.cursor/mcp.json
{
  "mcpServers": {
    "velocirag": {
      "args": [
        "velocirag"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "velocirag": {
      "args": [
        "velocirag"
      ],
      "command": "uvx"
    }
  }
}

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 192 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 with the file path 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 192 times in the last week. Week over week that is +79%. 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 10 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.