MCP server for Active Directory management with Python server and PowerShell backend
Project description
mcp-active-directory-server
MCP server for Active Directory management with Python server and PowerShell backend
🏗️ Architecture Overview
Claude Desktop ↔ MCP Protocol ↔ Python Server ↔ PowerShell ↔ Active Directory
The system uses a 3-tier architecture:
- Presentation Layer : Claude Desktop (AI interface)
- Application Layer : Python MCP Server (protocol handler & orchestrator)
- Data Layer : PowerShell Script → Active Directory (actual AD operations)
📁 Component Breakdown
1. simple_mcp_server.py - The MCP Protocol Bridge 🌉
Role: Acts as the main orchestrator and protocol translator
What it does:
-
Protocol Handler : Implements the Model Context Protocol (MCP) JSON-RPC 2.0 specification
-
Tool Registry: Defines 14 available tools for Claude to use:
- 6 Basic tools (user management, groups, connections)
- 8 Advanced tools (domain info, forest info, trusts, replication, etc.)
-
Credential Manager: Securely retrieves AD service account credentials from Windows Credential Manager
-
PowerShell Orchestrator: Executes the PowerShell script with appropriate parameters
-
Response Formatter: Converts PowerShell JSON output into MCP-compliant responses
Key Functions:
async def handle_request(request) # Handles MCP protocol requests
async def run_powershell_script() # Executes PowerShell operations
async def get_credentials_from_credential_manager() # Security layer
2. ad_operations.ps1 - The Active Directory Workhorse ⚙️
Role: Contains all actual Active Directory operations and business logic
What it does:
- AD Operations: 14 distinct functions for different AD tasks
- Input Validation: Handles JSON parameter parsing and validation
- Credential Management: Uses provided domain credentials for AD authentication
- Error Handling: Comprehensive try-catch blocks with structured error responses
- Structured Output: Returns JSON-formatted results for consistent processing
Function Categories:
Basic Operations (6):
Create-User # New-ADUser operations
Modify-User # Set-ADUser operations
Add-UserToGroup # Add-ADGroupMember
Remove-UserFromGroup # Remove-ADGroupMember
Get-UserInfo # Get-ADUser with all properties
Test-ADConnection # Domain connectivity test
Enhanced Operations (8):
Get-DomainInfo # Get-ADDomain equivalent
Get-ForestInfo # Get-ADForest equivalent
Get-TrustInfo # Get-ADTrust relationships
Get-DomainPasswordPolicy # Get-ADDefaultDomainPasswordPolicy
Get-ReplicationStatus # AD replication health
Get-AllUserAttributes # Deep user inspection
Get-AllComputerAttributes # Deep computer inspection
Get-SitesAndServices # Sites, links, subnets
3. Security & Configuration Layer 🔐
Credential Management:
- Uses Windows Credential Manager for secure credential storage
- Target: "MCPActiveDirectory"
- Service account with minimal required permissions
- No hardcoded passwords in scripts
Configuration Variables:
$TargetOU = "OU=ManagedUsers,DC=demo,DC=local" # Managed OU
$DomainName = "demo.local" # Domain name
$DefaultPassword = "TempPassword123!" # Initial password (this will be used if no password is supplied)
🔄 Data Flow Architecture
1. Request Flow (Claude → AD)
Claude Desktop
↓ (User request: "Create user John Smith")
Python MCP Server
↓ (Validates request, formats parameters)
↓ (Retrieves credentials from Credential Manager)
↓ (Calls PowerShell with JSON data)
PowerShell Script
↓ (Parses JSON, authenticates to AD)
↓ (Executes New-ADUser cmdlet)
Active Directory
2. Response Flow (AD → Claude)
Active Directory
↓ (Returns AD object/status)
PowerShell Script
↓ (Formats as JSON with success/error status)
Python MCP Server
↓ (Receives JSON, validates, formats for MCP)
↓ (Creates MCP-compliant response)
Claude Desktop
↓ (Displays formatted result to user)
🎯 Component Responsibilities
Python Server Responsibilities:
- ✅ MCP protocol compliance
- ✅ Tool registration and discovery
- ✅ Security (credential retrieval)
- ✅ Error handling and logging
- ✅ Async operation handling
- ✅ JSON-RPC 2.0 implementation
PowerShell Script Responsibilities:
- ✅ All Active Directory operations
- ✅ Parameter validation and sanitization
- ✅ Domain authentication
- ✅ Business logic implementation
- ✅ Structured error reporting
- ✅ Comprehensive data retrieval
Security Model:
- 🔐 Credentials: Stored in Windows Credential Manager (encrypted)
- 🔐 Authentication: Service account with minimal permissions
- 🔐 Scope: Limited to specific OU (ManagedUsers)
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