I

Ingero

Verified Integration
Author: @ingero-ioCategory: ServerApplication
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status

Client Configuration

— Connect Ingero to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "ingero": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-ingero"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Traces GPU workloads from Linux kernel events through CUDA API calls to Python source lines using eBPF for comprehensive causal observability.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Ingero

Ingero traces both CUDA Runtime and Driver APIs, revealing hidden kernel launches from libraries like cuBLAS/cuDNN. It also correlates GPU events with host OS activities (CPU, memory) to identify true root causes of GPU stalls and performance issues that other tools miss.

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