mcp-incident-analyzer
mcp-incident-analyzer
PythonベースのMCP(Model Context Protocol)サーバーで、インシデント検知 → 分析 → 対応ガイドまでのフルサイクルをサポートします。
機能
Tool | 説明 |
| 現在のアクティブなインシデント検知(重大度/タイプ別フィルタリング) |
| 特定インシデントの根本原因分析(RCA)、タイムライン、影響範囲 |
| インシデント対応の推奨(自動/手動対応、エスカレーション) |
| 全インシデント一覧の照会 |
| システムメトリクス照会(CPU、メモリ、ネットワークなど) |
Related MCP server: mcp-incident-responder
インシデントタイプ
インフラ: サーバーダウン、CPUスパイク、ディスクフル
セキュリティ: 異常ログイン、悪性トラフィック、侵入検知
アプリケーション: エラー率の急増、応答遅延、デプロイ失敗
インストール & 実行
# 설치
pip install -e .
# MCP 서버 실행
python -m mcp_incident_analyzer
# 또는 mcp CLI로 실행
mcp run mcp_incident_analyzer/server.pyMCPクライアント設定
claude_desktop_config.json またはMCPクライアント設定に追加:
{
"mcpServers": {
"incident-analyzer": {
"command": "python",
"args": ["-m", "mcp_incident_analyzer"]
}
}
}開発
pip install -e ".[dev]"
pytestアーキテクチャ
mcp_incident_analyzer/
├── __init__.py
├── __main__.py # 엔트리포인트
├── server.py # MCP 서버 정의 & tool 등록
├── models.py # Pydantic 데이터 모델
├── mock_data.py # Mock 인시던트/메트릭 데이터
├── detector.py # 인시던트 탐지 로직
├── analyzer.py # 근본 원인 분석 로직
└── responder.py # 대응 권고 생성 로직ライセンス
MIT
Related MCP Connectors
AI-powered incident management and server monitoring via MCP.
MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI agents.
MCP server for your apps' tools and custom tools, plus hosted AI agents and approval-gated workflows
MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceA multi-agent MCP server that turns LLMs into an autonomous incident-response copilot, enabling rapid investigation, correlation, and remediation of production incidents.MIT
- FlicenseNot gradedqualityCmaintenanceAn AI-native incident response server that exposes diagnostic tools (system status, error logs, ticket creation) via MCP, enabling LLM agents to autonomously assess and respond to incidents.-
- AlicenseAqualityDmaintenanceA production-ready MCP server that turns any MCP-compatible AI assistant into an AI-powered ServiceNow Incident Management Assistant, exposing incidents, users, CMDB records, and knowledge articles through validated tools.12MIT
- FlicenseAqualityDmaintenanceAI-powered incident management MCP server that enables investigation, root cause analysis, and response actions for production incidents using mocked data for demo purposes.8-