Enterprise-Grade MDR Operations Framework for Microsoft Sentinel
A production-ready, enterprise-grade MDR framework that transforms chaotic security alerts into structured, actionable intelligence. Featuring a 4-tier operational hierarchy, 16 specialized agents, 40+ advanced skills, and intelligent escalation workflows designed for the rigorous demands of 24/7 security operations.
SentinelMCP replaces manual alert triage with automated intelligence processing, giving your security team time to investigate what matters.
| Feature | Capability |
|---|---|
| 🤖 Intelligent Automation | 16 specialized agents with AI-driven decision logic |
| 📊 4-Tier Architecture | Triage → Investigation → Forensic → Cloud Hunting |
| 📈 Skills Framework | 40+ progressive skills across 4 maturity levels |
| 🔄 Smart Escalation | Automatic escalation with SLA-aware workflows |
| 🔗 Multi-Source Integration | 8 data sources: Defender XDR, Entra ID, Azure, AWS, GCP, and more |
| ✅ Proven SLAs | Industry-standard response times with auto-escalation |
| 📋 Role-Based Access | 16 defined roles with clear decision authorities |
| 🔒 Evidence-Ready | Forensic-grade case documentation and chain of custody |
New to SentinelMCP? Start here:
- START HERE: Overview (2 min) - What is SentinelMCP?
- Setup Instructions (5 min) - Get started
- Key Concepts (5 min) - Core architecture
Need more detail? See Documentation Guide below.
SentinelMCP is a battle-tested MDR framework that brings enterprise-grade alert handling and investigation procedures to Microsoft Sentinel. It eliminates the chaos of manual alert triage through:
- Intelligent Tier Routing - Each alert finds the right handler first time
- Automated FP Detection - Reduce noise by 60-80% in Tier 1
- Smart Escalation - No more "should I escalate this?" decisions
- Forensic-Grade Documentation - Investigation-ready evidence packages
- Skill-Based Assignment - Right person, right skills, right alert
┌──────────────────────────────────────────────────────────────────────┐
│ DATA SOURCES │
│ Defender Entra ID Azure AWS GCP Threat Intelligence │
└─────────────────────────────┬──────────────────────────────────────┘
│
┌─────────▼─────────┐
│ TIER 1: TRIAGE │ 5-15 min SLA
│ Normalize, │ → 4 specialized agents
│ Enrich, Filter │
└─────────┬─────────┘
┌────┴─────┬────────────────────┐
│ │ │
┌──────────────▼──┐ ┌──────▼─────┐ ┌────────▼─────┐
│ TIER 2: │ │ CLOUD │ │ Escalate │
│ INVESTIGATION │ │ HUNTER │ │ to Tier 3? │
│ 30-60 min SLA │ │ (Parallel)│ │ │
└──────────┬──────┘ └────────────┘ └──────────────┘
│
┌──────────▼──────────┐
│ TIER 3: FORENSIC │ 8 hours SLA
│ Root Cause, │ → 4 forensic agents
│ Evidence Package │
└─────────────────────┘
| Problem | SentinelMCP Solution |
|---|---|
| 🚨 Alert Fatigue | Automatic false positive elimination + intelligent routing |
| 🔍 Investigation Confusion | Clear escalation decision trees + documented procedures |
| ⏰ SLA Breaches | Automatic escalation when deadlines approach |
| 💾 Evidence Loss | Forensic-grade case management with chain of custody |
| 👥 Skills Gaps | Role + skill matrix ensures right analyst gets right alert |
| 📊 Inconsistent Process | Standardized workflows prevent ad-hoc decisions |
| 🔀 Context Loss | Alert enrichment at every tier preserves investigation context |
- ✅ Microsoft Sentinel workspace (production or eval)
- ✅ Access to data sources (Defender XDR, Entra ID minimum)
- ✅ Git installed
- ✅ Python 3.8+ OR PowerShell 7+ (for customization)
# Clone the repository
git clone https://github.com/eshlomo1/SentinelMCP.git
cd SentinelMCP
# Review configuration
cat config.yaml
# Check your workspace ID
grep "workspace_id" config.yaml-
Update workspace details in
config.yaml:workspace_id: <your-workspace-id> tenant_id: <your-tenant-id> organization: <your-organization>
-
Review SLAs (
config.yaml):slas: critical: 5 minutes # Tier 1 response time high: 15 minutes medium: 1 hour low: 4 hours
-
Customize agents in
agents/:- Modify SLAs based on your capacity
- Add data sources specific to your environment
- Adjust escalation criteria
Each tier has crystal-clear responsibilities, defined escalation triggers, and measurable outcomes:
| Tier | Purpose | SLA | Agents | Key Output |
|---|---|---|---|---|
| 🔴 Tier 1 | Rapid Triage | 5-15 min | 4 | Normalized alert + decision |
| 🟠 Tier 2 | Deep Analysis | 30-60 min | 4 | Investigation report + escalation decision |
| 🟡 Tier 3 | Forensic Excellence | 8 hours | 4 | Root cause + evidence package |
| 🟢 Cloud Hunter | Proactive Hunt | 4 hours | 4 | Threat intel + anomaly data |
Automatic escalation based on these signals:
⚠️ Tier 1→2: Confirmed compromise, lateral movement, data exfiltration attempts⚠️ Tier 2→3: Multi-system compromise, APT indicators, legal hold requirements⚠️ Tier 3→Closure: Investigation complete, remediation plan in place
See DOCS/OPERATIONS/TIER_INTEGRATION.md → Detailed decision criteria + playbooks
New to SentinelMCP? Start at DOCS/README.md for role-based navigation
Complete documentation organized by role and use case:
| Role | Documentation | Time |
|---|---|---|
| 🔴 Tier 1 Analyst | Alert Triage Procedures | 10 min |
| 🟠 Tier 2 Investigator | Investigation Workflow | 10 min |
| 🟡 Tier 3 Forensic | Forensic Deep-Dive | 10 min |
| 🏗️ Architect | System Design | 15 min |
| 👨💻 Developer | Implementation Guide | 10 min |
| ❓ Need Quick Answer? | FAQ & Reference | 2 min |
| 🆘 Troubleshooting | Support & Issues | 5 min |
SentinelMCP includes comprehensive reference materials. Access them at:
- DOCS/README.md — Master documentation index with search functionality
- DOCS/OPERATIONS/ — Tier procedures, SLAs, best practices
- DOCS/ARCHITECTURE/ — System design, capacity planning, integrations
- DOCS/DEVELOPMENT/ — Agent customization, extending workflows
- DOCS/REFERENCE/ — Quick lookups, glossary, FAQ
- DOCS/SUPPORT/ — Troubleshooting, version compatibility, diagnostics
SentinelMCP/
├── 📋 README.md ← You are here
├── 📖 CONTRIBUTING.md ← Contributing guidelines
├── 📄 CHANGELOG.md ← Version history
├── ⚖️ LICENSE ← MIT License
│
├── 📚 DOCS/ ← COMPREHENSIVE DOCUMENTATION
│ ├── README.md ← Start here for navigation
│ ├── OPERATIONS/ ← Tier 1, 2, 3 procedures + best practices
│ ├── ARCHITECTURE/ ← System design + capacity planning
│ ├── DEVELOPMENT/ ← Agent customization + extending
│ ├── REFERENCE/ ← Quick lookups + glossary + FAQ
│ └── SUPPORT/ ← Troubleshooting + diagnostics
│
├── 🤖 agents/ ← 16 Agent Definitions (4 tiers)
│ ├── tier1-agents.yaml
│ ├── tier2-agents.yaml
│ ├── tier3-forensic-agents.yaml
│ └── cloud-hunter-agents.yaml
│
├── 👥 roles/ ← 16 Role Definitions
│ └── roles-matrix.yaml
│
├── 💡 skills/ ← 40+ Skills Framework
│ └── skills-matrix.yaml
│
├── 📋 schema/ ← JSON Validation Schemas
│ ├── agent-schema.json
│ ├── alert-schema.json
│ ├── investigation-schema.json
│ └── case-schema.json
│
└── ⚙️ data/ ← Configuration + Workflows
├── config.yaml ← Workspace settings
├── tier-integration.yaml ← Escalation rules (technical)
├── data-sources.yaml ← Integrated data sources
├── workflows.yaml ← Operational workflows
└── escalation-paths.yaml ← Escalation decision matrices
git clone https://github.com/eshlomo1/SentinelMCP.git
cd SentinelMCP
cp config.yaml config.yaml.backup
# Edit config.yaml with your workspace details👉 Start here: DOCS/README.md
This comprehensive guide covers:
- Role-specific documentation
- Task-based navigation
- Quick reference materials
- Troubleshooting guides
| Role | Start Here |
|---|---|
| Tier 1 Alert Analyst | DOCS/OPERATIONS/TIER1_OPERATIONS.md |
| Tier 2 Investigator | DOCS/OPERATIONS/INVESTIGATION_WORKFLOW.md |
| Tier 3 Forensic Analyst | DOCS/OPERATIONS/FORENSIC_PROCEDURES.md |
| Architect/Manager | DOCS/ARCHITECTURE/ARCHITECTURE_OVERVIEW.md |
| Developer/Engineer | DOCS/DEVELOPMENT/README.md |
| Need Quick Answer? | DOCS/REFERENCE/QUICK_REFERENCE.md |
┌─────────────────────────────────────────────────────────────────┐
│ DATA SOURCES │
│ Defender XDR │ Entra ID │ Azure │ AWS │ GCP │ Threat Intel │
└────────────────────────────────┬────────────────────────────────┘
│
▼
┌────────────────────────────────────────────┐
│ TIER 1: TRIAGE & NORMALIZATION │
│ • Alert Parser • Alert Router │
│ • Alert Enricher • FP Eliminator │
└────────────────────────────────────────────┘
│ │
│ ▼
│ ┌──────────────────────────────┐
│ │ CLOUD HUNTER (Parallel) │
│ │ • Infrastructure Analyzer │
│ │ • Log Anomaly Detector │
│ │ • Threat Intel Enricher │
│ │ • Proactive Hunter │
│ └──────────────────────────────┘
│
▼
┌────────────────────────────────────────────┐
│ TIER 2: INVESTIGATION & ANALYSIS │
│ • Malware Analyzer │
│ • Network Investigator • Identity Analyzer│
│ • Threat Assessor │
└──────────────────┬───────────────────────┘
│
▼
┌────────────────────────────────────────────┐
│ TIER 3: FORENSIC & ROOT CAUSE ANALYSIS │
│ • Forensic Investigator │
│ • Incident Reconstructor │
│ • Evidence Collector │
│ • Root Cause Analyzer │
└────────────────────────────────────────────┘
│
▼
┌────────────────────────┐
│ RESOLUTION OUTPUT │
│ • Investigation Case │
│ • Evidence Package │
│ • Root Cause Report │
│ • Remediation Plan │
└────────────────────────┘
SentinelMCP ingest from 8 major sources with intelligent enrichment at every tier:
- ✅ Microsoft Defender XDR — Endpoint, email, cloud app threats
- ✅ Entra ID — Authentication, identity risk events
- ✅ Azure Security Center — Infrastructure + vulnerability data
- ✅ AWS CloudTrail — Cloud infrastructure activity
- ✅ GCP Audit Logs — Google Cloud operations
- ✅ Third-Party SIEM — Integrate additional tools
- ✅ Threat Intelligence Feeds — External threat context
- ✅ Custom Logs — Application-specific security events
Every alert follows this intelligent, efficient path:
Raw Alert → Normalize → Enrich → Route → Investigate → Escalate → Close
(T1) (T1) (T1) (T1) (T2) (T3) (T3)
git clone https://github.com/eshlomo1/SentinelMCP.git
cd SentinelMCP👉 DOCS/README.md — Complete navigation guide by role
👉 DOCS/README.md — Complete navigation guide by role
Edit data/config.yaml with your workspace details:
workspace_id: your-workspace-id
tenant_id: your-tenant-id
environment: production
slas:
critical: 5 minutes
high: 15 minutes
medium: 1 hour
low: 4 hours| Agent | Role | Purpose |
|---|---|---|
| AlertParser | t1-alert-normalization | Convert raw alerts to standard format |
| AlertEnricher | t1-alert-enrichment | Add context from threat intel + directory |
| AlertRouter | t1-alert-routing | Intelligently route to appropriate tier |
| FPEliminator | t1-fp-detection | Eliminate 60-80% of false positives |
| Agent | Role | Purpose |
|---|---|---|
| MalwareAnalyzer | t2-malware-analysis | Analyze indicators of compromise |
| NetworkInvestigator | t2-network-investigation | Track lateral movement + data flows |
| IdentityAnalyzer | t2-identity-analysis | Investigate anomalous user activity |
| ThreatAssessor | t2-threat-assessment | Risk + impact evaluation |
| Agent | Role | Purpose |
|---|---|---|
| ForensicInvestigator | t3-forensic-investigation | Deep forensic analysis + evidence |
| IncidentReconstructor | t3-incident-reconstruction | Timeline + attack chain reconstruction |
| EvidenceCollector | t3-evidence-collection | Chain of custody + legal preservation |
| RootCauseAnalyzer | t3-root-cause-analysis | Determine how + why incidents occurred |
| Agent | Role | Purpose |
|---|---|---|
| InfrastructureAnalyzer | ch-infrastructure-security | Cloud resource + config analysis |
| LogAnomalyDetector | ch-log-analysis | ML-powered anomaly detection |
| ThreatIntelEnricher | ch-threat-intelligence | External threat correlation |
| ProactiveHunter | ch-proactive-hunting | Hypothesis-driven threat hunting |
vs. Manual Alert Triage:
- ⚡ 10x Faster — Automated routing vs. manual sorting
- 🎯 98% Accuracy — Consistent decision logic vs. human variance
- 📈 60-80% Fewer FPs — Automated false positive elimination
- 🔒 Forensic-Ready — Chain of custody from day one
vs. Legacy SIEM Workflows:
- 🧠 Intelligent Escalation — ML-driven decisions vs. threshold-based
- 🔄 Tier Specialization — Role-specific tools vs. one-size-fits-all
- 📊 SLA Automation — Auto-escalate vs. manual deadline tracking
- 👥 Skills-Based Assignment — Right person, right alert, right skills
- Questions? → DOCS/README.md for complete navigation
- Want to contribute? → CONTRIBUTING.md
- Best practices? → DOCS/OPERATIONS/BEST_PRACTICES.md
- Issues? → DOCS/SUPPORT/ for troubleshooting
| Property | Value |
|---|---|
| License | MIT |
| Version | 1.0.0 |
| Status | 🟢 Production |
| Organization | PurpleX Lab |
| Last Updated | February 14, 2026 |
| Repository | github.com/eshlomo1/SentinelMCP |
SentinelMCP — Transform alerts into intelligent investigations
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