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Azure Omni Tool

An Azure management MCP server that bridges natural language to Azure CLI execution with safety guardrails, plan-and-review workflows, and specialized adapters for eight core Azure services.

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Dec 21, 2025

Azure Omni-Tool MCP Server

A Model Context Protocol (MCP) server in TypeScript that acts as an intelligent bridge between natural language requests and Azure CLI execution.

Features

Plan/Execute Flow - Review commands before execution
Safety Guardrails - Shell injection detection, destructive command warnings
Audit Trail - Operator email tagging for traceability
Retry Logic - Exponential backoff for transient failures
Caching - LRU cache with configurable TTL
Tenant Scoping - Configure tenant/subscription via environment
Azure Service Adapters - Type-safe access to 8 Azure services


Architecture Overview

flowchart TB
    subgraph Client["🖥️ Client Layer"]
        LLM[LLM / AI Agent]
    end

    subgraph MCP["⚙️ MCP Server"]
        direction TB
        Entry[index.ts]
        
        subgraph Tools["Tools"]
            T1[manage_azure_resources]
            T2[get_azure_context]
            T3[azure_service]
        end
        
        subgraph Lib["Core Libraries"]
            Auth[auth.ts]
            Cache[cache.ts]
            CLI[cli-executor.ts]
            Retry[retry.ts]
            Safety[safety.ts]
            Audit[audit.ts]
        end
        
        subgraph Services["Service Adapters"]
            S1[StorageService]
            S2[CosmosService]
            S3[SearchService]
            S4[KustoService]
            S5[MonitorService]
            S6[AppConfigService]
            S7[KeyVaultService]
            S8[PostgresService]
        end
    end

    subgraph Azure["☁️ Azure"]
        AzCLI[Azure CLI]
        AzAPI[Azure APIs]
    end

    LLM -->|MCP Protocol| Entry
    Entry --> Tools
    Tools --> Lib
    Tools --> Services
    Services --> Lib
    Lib --> AzCLI
    Auth --> AzAPI

Request Flow

sequenceDiagram
    participant C as Client
    participant M as MCP Server
    participant S as Safety
    participant E as CLI Executor
    participant A as Azure

    C->>M: Tool Request
    M->>S: Validate Input
    alt Unsafe Command
        S-->>M: Block + Warning
        M-->>C: Error Response
    else Safe
        S-->>M: Approved
        M->>E: Execute Command
        E->>A: az CLI call
        A-->>E: Response
        E-->>M: Result + Parse
        M-->>C: Structured Output
    end

Plan/Execute Flow

flowchart LR
    A[LLM Client] -->|Natural Language| B[MCP Server]
    B --> C{execute_now?}
    C -->|false| D[Return Plan]
    C -->|true| E[Execute CLI]
    E --> F{Success?}
    F -->|Yes| G[Return Output]
    F -->|No| H[Return Error + Analysis]
    H -->|Feedback Loop| A

Quick Start

1. Install Dependencies

npm install

2. Configure Environment

cp .env.example .env
# Edit .env with your settings

3. Build & Run

npm run build
npm start

MCP Client Configuration

{
  "mcpServers": {
    "azure-omni-tool": {
      "command": "node",
      "args": ["path/to/Azure-mcp/dist/index.js"]
    }
  }
}

Tools

manage_azure_resources

Plan and execute Azure CLI commands with safety checks.

ArgumentTypeDescription
commandstringAzure CLI command
explanationstringWhy this command was chosen
execute_nowbooleanfalse = plan, true = execute

get_azure_context

Query Azure environment with caching.

Query TypeDescription
subscriptionsList accessible subscriptions
resource_groupsList resource groups
resourcesList resources
customCustom KQL via Resource Graph

azure_service

Interact with specific Azure services.

ServiceActions
storagelist, listContainers, listBlobs, getContainer, listTables, queryTable
cosmoslist, listDatabases, listContainers, query, getContainer
searchlist, listIndexes, getIndex, query, getService
kustolist, listDatabases, listTables, getSchema, sample, query
monitorlist, getWorkspace, listTables, query, listMetrics, getMetrics
appconfiglist, getStore, listKeyValues, getKeyValue, setKeyValue, lock, unlock
keyvaultlist, getVault, listKeys, getKey, createKey, listSecrets, getSecret, listCertificates
postgreslist, getServer, listDatabases, listParameters, getParameter, listTables, getTableSchema, query

Environment Variables

VariableDescriptionDefault
AZURE_TENANT_IDAzure tenant for scoping-
AZURE_SUBSCRIPTION_IDDefault subscription-
OPERATOR_EMAILEmail for audit trail-
OPERATOR_NAMEOperator name-
LOG_LEVELLogging levelinfo
ENABLE_CACHEEnable query cachingtrue
CACHE_TTL_SECONDSCache duration300
CACHE_CLEANUP_INTERVAL_MSCache cleanup interval60000
MAX_RETRIESRetry attempts3
RETRY_DELAY_MSBase retry delay1000
COMMAND_TIMEOUT_MSCLI timeout120000
AZURE_MCP_INCLUDE_PRODUCTION_CREDENTIALSEnable Managed Identityfalse

Project Structure

Azure-mcp/
├── src/
│   ├── index.ts                 # MCP server entry
│   ├── lib/
│   │   ├── auth.ts              # Azure credential management
│   │   ├── audit.ts             # Audit trail with correlation IDs
│   │   ├── cache.ts             # LRU cache with TTL
│   │   ├── cli-executor.ts      # Azure CLI wrapper
│   │   ├── config.ts            # Environment config
│   │   ├── logger.ts            # Structured JSON logging
│   │   ├── retry.ts             # Exponential backoff
│   │   ├── safety.ts            # Input sanitization
│   │   └── types.ts             # Shared types
│   ├── services/
│   │   ├── base-service.ts      # Abstract service base
│   │   ├── storage.ts           # Azure Storage
│   │   ├── cosmos.ts            # Cosmos DB
│   │   ├── search.ts            # AI Search
│   │   ├── kusto.ts             # Data Explorer
│   │   ├── monitor.ts           # Monitor / Log Analytics
│   │   ├── appconfig.ts         # App Configuration
│   │   ├── keyvault.ts          # Key Vault
│   │   ├── postgres.ts          # PostgreSQL Flexible Server
│   │   └── index.ts             # Service factory
│   └── tools/
│       ├── azure-manager.ts     # Plan/Execute tool
│       ├── context-retriever.ts # Context queries
│       └── service-tool.ts      # Service adapter tool
├── .env.example
├── package.json
└── tsconfig.json

Prerequisites

  • Node.js >= 18.0.0
  • Azure CLI installed and authenticated (az login)

License

MIT

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