Velocirag
Rank #13,224io.github.HaseebKhalid1507/velocirag
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
Velocirag is a Model Context Protocol (MCP) server published by haseebkhalid1507. It ranks #13,224 of 132,046 servers tracked on MCP Toplist, and its repository has 11 GitHub stars. Velocirag is listed across 3 registries — Official MCP, PulseMCP and mcp.so, with 7 tracked versions. It was first listed on Mar 24, 2026 and most recently updated on Apr 5, 2026.
Ranks ahead of 118,822 of 132,046 servers on MCP Toplist.
Use Velocirag
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add velocirag -- uvx velocirag[mcp_servers.velocirag]
command = "uvx"
args = ["velocirag"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"velocirag": {
"command": "uvx",
"args": [
"velocirag"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"velocirag": {
"command": "uvx",
"args": [
"velocirag"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"velocirag": {
"type": "stdio",
"command": "uvx",
"args": [
"velocirag"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"velocirag": {
"command": "uvx",
"args": [
"velocirag"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"velocirag": {
"command": "uvx",
"args": [
"velocirag"
]
}
}
}Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.HaseebKhalid1507%2Fvelocirag)<a href="https://mcptoplist.com/server/io.github.HaseebKhalid1507%2Fvelocirag"><img src="https://mcptoplist.com/badge/io.github.HaseebKhalid1507%2Fvelocirag.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
haseebkhalid1507
Available versions (7)
| Version | Published |
|---|---|
| 0.7.4 | Apr 5, 2026 |
| 0.7.3 | Apr 5, 2026 |
| 0.7.2 | Mar 30, 2026 |
| 0.7.1 | Mar 28, 2026 |
| 0.7.0 | Mar 28, 2026 |
| 0.6.4 | Mar 28, 2026 |
| 0.1.0 | Nov 25, 2024 |
Frequently asked questions
- Who maintains Velocirag?
- Velocirag is maintained by haseebkhalid1507, which publishes 1 MCP server (7 total versions) tracked on MCP Toplist.
- Is Velocirag listed on the Official MCP Registry?
- Yes — Velocirag is listed on the Official MCP Registry, alongside PulseMCP and mcp.so.
- How many versions does Velocirag have?
- MCP Toplist tracks 7 versions of Velocirag, most recently published on Apr 5, 2026.
- Where can I find the source code for Velocirag?
- The source code for Velocirag is hosted at github.com/haseebkhalid1507/velocirag.
Do you run this server?
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