SERVER

Ingero

Rank #826

io.github.ingero-io/ingero

eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging

First listed
Mar 9, 2026
Last publish date
Mar 18, 2026
OVERVIEW

Ingero is a Model Context Protocol (MCP) server published by ingero-io. It ranks #826 of 58,900 servers tracked on MCP Toplist, and its repository has 85 GitHub stars. Ingero is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 2 tracked versions. It was first listed on Mar 9, 2026 and most recently updated on Mar 18, 2026.

STANDING
#826of 58,900 tracked serversTop 5%

Ranks ahead of 58,074 of 58,900 servers on MCP Toplist.

CONNECT

Use Ingero

Add Ingero to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.

Docker image
{
  "mcpServers": {
    "ingero": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/ingero-io/ingero:v0.8.2"
      ]
    }
  }
}
REGISTRIES

Listed on 3 registries (1 delisted)

GlamaDelisted · last seen Apr 27, 2026
ORGANIZATION

ingero-io

Organization
Total servers
1
Total versions
2
VERSIONS

Available versions (2)

VersionPublished
0.8.2Mar 18, 2026
0.1.0Nov 25, 2024
FAQ

Frequently asked questions

What is Ingero?
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging
Who maintains Ingero?
Ingero is maintained by ingero-io, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is Ingero an official MCP server?
Yes — Ingero is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.
How many versions does Ingero have?
MCP Toplist tracks 2 versions of Ingero, most recently published on Mar 18, 2026.
Where can I find the source code for Ingero?
The source code for Ingero is hosted at github.com/ingero-io/ingero.
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