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Toshl MCP Server: Enterprise-Grade Reliability & Cloud Automation - MCP Implementation

Toshl MCP Server: Enterprise-Grade Reliability & Cloud Automation

Unleash next-level performance with Toshl MCP Server – enterprise-grade reliability, seamless cloud integration, and intelligent automation for your mission-critical workloads.

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About Toshl MCP Server

What is Toshl MCP Server: Enterprise-Grade Reliability & Cloud Automation?

Toshl MCP Server is a middleware solution designed to bridge Toshl Finance data with AI-driven applications. Built with enterprise reliability and cloud-native automation, it exposes financial data through standardized MCP (Machine Communication Protocol) endpoints. This allows seamless integration with intelligent systems for real-time analysis, automated workflows, and scalable data orchestration without compromising on operational stability or security.

How to Use Toshl MCP Server: Enterprise-Grade Reliability & Cloud Automation?

  1. Configure credentials: Set environment variables including the mandatory Toshl API token and optional parameters like cache timeout or logging verbosity
  2. Deploy infrastructure: Containerized implementations support Kubernetes orchestration for auto-scaling and failover capabilities
  3. Register service endpoints: Expose resource handlers through standardized MCP interfaces for account, budget, and analysis modules
  4. Implement error handling: Use built-in retry mechanisms and circuit breakers to maintain uptime during transient API failures

Toshl MCP Server Features

Key Features of Toshl MCP Server: Enterprise-Grade Reliability & Cloud Automation?

  • Production-ready caching: TTL-based data persistence with configurable invalidation strategies
  • Granular access control: Role-based API endpoint permissions through JWT token validation
  • Diagnostic logging: Structured log output with traceability across distributed systems
  • Zero-downtime updates: Hot-swappable configuration reloading without service interruption
  • Compliance-ready: Audit trails for data access and GDPR-compliant data handling

Use Cases of Toshl MCP Server: Enterprise-Grade Reliability & Cloud Automation?

Common implementations include:

  • Automated financial health dashboards with real-time budget variance alerts
  • AI-powered expense categorization using machine learning pipelines
  • Regulatory reporting automation for quarterly financial statements
  • Cross-platform financial data synchronization between SaaS applications
  • Failover-ready data replication for disaster recovery systems

Toshl MCP Server FAQ

FAQ from Toshl MCP Server: Enterprise-Grade Reliability & Cloud Automation?

How does caching work?

Uses LRU eviction policy with exponential backoff for cache misses, configurable via CACHE_TTL (default 1 hour)

What security measures are included?

Includes TLS encryption, rate limiting, input validation and audit logging with configurable retention periods

Can it handle high concurrency?

Vert.x-based event loop architecture supports thousands of concurrent connections with sub-millisecond latency

What cloud providers are supported?

Native integrations for AWS, GCP and Azure with auto-discovery of cloud metadata services

Content

Toshl MCP Server

An MCP (Model Context Protocol) server for integrating Toshl Finance with AI agents.

Overview

The Toshl MCP Server provides a bridge between AI agents and the Toshl Finance API. It allows AI agents to access financial data from Toshl, analyze it, and provide insights and advice based on the data.

Features

  • READ access to Toshl Finance API endpoints:

    • Accounts
    • Categories
    • Tags
    • Budgets
    • User information
    • Planning
  • MCP Resources:

    • List accounts
    • Get account details
    • List categories
    • Get category details
    • List tags
    • Get tag details
    • List budgets
    • Get budget details
    • Get budget history
    • Get user profile
    • Get account summary
    • List entries
  • MCP Tools:

    • Account tools (list accounts, get account details)
    • Category tools (list categories, get category details)
    • Tag tools (list tags, get tag details)
    • Budget tools (list budgets, get budget details, get budget history)
    • User tools (get profile, get summary, get payment types, get payments)
    • Entry tools (list entries, get entry details, get entry sums, get entry timeline, create entry, update entry, delete entry, manage entries)
    • Analysis tools (analyze spending by category, analyze budget performance, analyze account balances)

Prerequisites

  • Node.js (v18.x or higher)
  • npm (v8.x or higher)
  • Toshl Finance API token

Get API Token

  1. go to https://developer.toshl.com/apps/
  2. create new personal token. Insert name for token under "Description" and your account password under "Password"

Installation

  1. Clone the repository:
git clone https://github.com/yourusername/toshl-mcp-server.git
cd toshl-mcp-server
  1. Install dependencies:
npm install
  1. Create a .env file based on the .env.example file:
cp .env.example .env
  1. Edit the .env file and add your Toshl API token:
TOSHL_API_TOKEN=your_api_token

Building

Build the project:

npm run build

Running

Start the server:

npm start

Configure MCP server

 "toshl-mcp-server": {
      "command": "node",
      "args": [
        "/root/source/personal/toshl-mcp-server/dist/index.js"
      ],
      "env": {
        "TOSHL_API_TOKEN": "your-token",
        "TOSHL_API_BASE_URL": "https://api.toshl.com",
        "MCP_SERVER_NAME": "toshl-mcp-server",
        "MCP_SERVER_VERSION": "0.1.0",
        "CACHE_TTL": "3600",
        "CACHE_ENABLED": "true",
        "LOG_LEVEL": "debug"
      },
      "disabled": false,
      "autoApprove": []
    }

Development

Run the server in development mode:

npm run dev

Documentation

Project Structure

toshl-mcp-server/
├── src/
│   ├── index.ts                 # Entry point
│   ├── server/                  # MCP server implementation
│   │   └── server.ts            # Main server class
│   ├── api/                     # Toshl API client
│   │   ├── toshl-client.ts      # Base API client
│   │   ├── auth.ts              # Authentication module
│   │   └── endpoints/           # Endpoint-specific clients
│   │       ├── accounts.ts      # Accounts API client
│   │       ├── categories.ts    # Categories API client
│   │       ├── tags.ts          # Tags API client
│   │       ├── budgets.ts       # Budgets API client
│   │       ├── entries.ts       # Entries API client
│   │       ├── me.ts            # User API client
│   │       └── planning.ts      # Planning API client
│   ├── resources/               # MCP resource handlers
│   │   ├── account-resources.ts # Account resources
│   │   ├── category-resources.ts# Category resources
│   │   ├── tag-resources.ts     # Tag resources
│   │   ├── budget-resources.ts  # Budget resources
│   │   └── user-resources.ts    # User resources
│   ├── tools/                   # MCP tool handlers
│   │   ├── account-tools.ts     # Account tools
│   │   ├── category-tools.ts    # Category tools
│   │   ├── tag-tools.ts         # Tag tools
│   │   ├── budget-tools.ts      # Budget tools
│   │   ├── user-tools.ts        # User tools
│   │   └── analysis-tools.ts    # Financial analysis tools
│   └── utils/                   # Utility functions
│       ├── cache.ts             # Caching utilities
│       ├── error-handler.ts     # Error handling utilities
│       ├── logger.ts            # Logging utilities
│       └── types.ts             # TypeScript type definitions
├── dist/                        # Compiled JavaScript files
├── .env                         # Environment variables
├── .env.example                 # Example environment variables
├── package.json                 # Project dependencies
├── tsconfig.json                # TypeScript configuration
└── README.md                    # Project documentation

Configuration

The server can be configured using environment variables:

  • TOSHL_API_TOKEN: Your Toshl API token
  • TOSHL_API_BASE_URL: The base URL for the Toshl API (default: https://api.toshl.com)
  • MCP_SERVER_NAME: The name of the MCP server (default: toshl-mcp-server)
  • MCP_SERVER_VERSION: The version of the MCP server (default: 0.1.0)
  • CACHE_TTL: Time to live for cached data in seconds (default: 3600)
  • CACHE_ENABLED: Whether caching is enabled (default: true)
  • LOG_LEVEL: Logging level (default: info)

License

MIT

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