広告掲載
MCP.so
ログイン
M

MCP Motor Current Signature Analysis

@LGDiMaggio

リポジトリ

基本情報

カテゴリ

その他

トランスポート

stdio

作者

LGDiMaggio

投稿者

Luigi Di Maggio

MCP Motor Current Signature Analysis について

概要はまだありません

MCP Motor Current Signature Analysis の設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "mcp-motor-current-signature-analysis": {
      "command": "uvx",
      "args": [
        "mcp-server-mcsa",
        "--help"
      ]
    }
  }
}

MCP Motor Current Signature Analysis のツール

ツール一覧はまだありません

この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。

上のボタンで一時的なサンドボックスでこのサーバーを実行し、ツール一覧を取得できます。

概要

What is Mcp Motor Current Signature Analysis?

A Model Context Protocol (MCP) server for Motor Current Signature Analysis (MCSA) — non-invasive spectral analysis and fault detection in electric motors using stator-current signals. It turns any MCP-compatible LLM into a predictive-maintenance expert by automatically identifying mechanical and electrical anomalies from current data.

How to use Mcp Motor Current Signature Analysis?

Install with uvx (recommended) or pip, then add the server configuration to your MCP client (Claude Desktop, VS Code, Cursor). Use natural-language commands to load signals, compute parameters, and run diagnostics — for example, "Generate a test signal with a broken rotor bar fault and run a full diagnosis." The server provides 21 tools, including load_signal_from_file, run_full_diagnosis, diagnose_from_file, and generate_test_current_signal.

Key features of Mcp Motor Current Signature Analysis

  • Real signal loading from CSV, WAV, and NumPy files
  • Fault frequency computation for rotor, stator, and bearing defects
  • Signal preprocessing: filtering, normalisation, windowing
  • Spectral analysis (FFT, Welch PSD, envelope spectrum)
  • Automated fault detection with severity classification (healthy/incipient/moderate/severe)
  • Persistent data store in ~/.mcsa_data/ with short IDs

Use cases of Mcp Motor Current Signature Analysis

  • Diagnose a real motor from a current signal file in one step
  • Step-by-step analysis: load, preprocess, compute spectrum, detect faults
  • Generate synthetic test signals with configurable faults for benchmarking
  • Analyse bearing defects using geometry (BPFO, BPFI, BSF, FTF)
  • Integrate into automated condition-monitoring pipelines via MCP-compatible assistants

よくある質問

1

What Python version and dependencies are required?

Python 3.10+ is required. The recommended installation method uses `uvx`, which handles Python and packages automatically. Alternatively, install via `pip install mcp-server-mcsa`.

2

Where does the server store data?

Signals and spectra are persisted as compressed `.npz` files in `~/.mcsa_data/` (configurable via the `MCSA_DATA_DIR` environment variable). Data survives server restarts and is referenced by short IDs to keep large arrays out of chat context.

3

What file formats are supported for loading signals?

CSV/TSV (with time column or user-supplied rate), WAV (rate from header), and NumPy `.npy` files are supported.

4

What faults can the server detect?

Broken rotor bars (via sidebands at (1±2s)·fs), air-gap eccentricity, stator inter-turn short circuits, and bearing defects. Severity is classified automatically.

5

How do I troubleshoot if the server disconnects?

Check the logs at `%APPDATA%\Claude\logs\` (Windows) or `~/Library/Logs/Claude/` (macOS). Most common cause is a missing command in PATH; using `uvx` avoids these issues. Restart the terminal after installing uv and restart the MCP client after editing configuration files.

コメント

「その他」の他のコンテンツ

Maestro

mobile-dev-inc

Painless E2E Automation for Mobile and Web

14.8K

Sequential Thinking

modelcontextprotocol

Model Context Protocol Servers

88.2K

Figs, Relationship Expert

Figs O'Sullivan, LMFT

Couples therapist Figs O'Sullivan (LMFT, 17 years, endorsed by Sue Johnson, creator of EFT) inside your AI. Ask relationship questions answered from his clinical writing, name the pattern in a fight, get a three-step rep

Codelf

unbug

A search tool helps dev to solve the naming things problem.

14.2K

Glasswarp

Glasswarp

See and control a real Windows PC you own — from any MCP client, locally or remotely. Observe (UIA + screenshots), click/type/drag/scroll, launch apps, owner Live View. BYOH: your machine, your key.

広告掲載