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Msprof Profiler

Verified Integration
Author: @kali20gakki•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Git#Filesystem#AI#GitHub#Node.js

Client Configuration

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

System Overview

Analyzes Ascend PyTorch Profiler performance data for large language models, identifying bottlenecks and optimizing execution.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Msprof Profiler

By identifying bottlenecks in compute, communication, and scheduling overlap, pinpointing slow operators, and revealing inefficient data transfers, Msprof Profiler offers actionable insights to accelerate and optimize your LLMs running on Ascend hardware.

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