# How to integrate Finmei MCP with Google ADK ```json { "title": "How to integrate Finmei MCP with Google ADK", "toolkit": "Finmei", "toolkit_slug": "finmei", "framework": "Google ADK", "framework_slug": "google-adk", "url": "https://composio.dev/toolkits/finmei/framework/google-adk", "markdown_url": "https://composio.dev/toolkits/finmei/framework/google-adk.md", "updated_at": "2026-05-06T08:11:44.704Z" } ``` ## Introduction This guide walks you through connecting Finmei to Google ADK using the Composio tool router. By the end, you'll have a working Finmei agent that can create an invoice for new client acme corp, list all unpaid invoices from last month, delete obsolete product from catalog through natural language commands. This guide will help you understand how to give your Google ADK agent real control over a Finmei account through Composio's Finmei MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved. ## Also integrate Finmei with - [OpenAI Agents SDK](https://composio.dev/toolkits/finmei/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/finmei/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/finmei/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/finmei/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/finmei/framework/codex) - [OpenClaw](https://composio.dev/toolkits/finmei/framework/openclaw) - [Hermes](https://composio.dev/toolkits/finmei/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/finmei/framework/cli) - [LangChain](https://composio.dev/toolkits/finmei/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/finmei/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/finmei/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/finmei/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/finmei/framework/crew-ai) ## TL;DR Here's what you'll learn: - Get a Finmei account set up and connected to Composio - Install the Google ADK and Composio packages - Create a Composio Tool Router session for Finmei - Build an agent that connects to Finmei through MCP - Interact with Finmei using natural language ## What is Google ADK? Google ADK (Agents Development Kit) is Google's framework for building AI agents powered by Gemini models. It provides tools for creating agents that can use external services through the Model Context Protocol. Key features include: - Gemini Integration: Native support for Google's Gemini models - MCP Toolset: Built-in support for Model Context Protocol tools - Streamable HTTP: Connect to external services through streamable HTTP - CLI and Web UI: Run agents via command line or web interface ## What is the Finmei MCP server, and what's possible with it? The Finmei MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Finmei account. It provides structured and secure access to your invoicing and expense data, so your agent can perform actions like creating invoices, managing customers, tracking payments, and handling products on your behalf. - Smart invoice creation and management: Ask your agent to generate new invoices, list all existing invoices, or delete outdated ones—helping you stay on top of billing effortlessly. - Customer record management: Let your agent list all your customers, search for specific records, or delete customers no longer in your system, streamlining client data administration. - Payment tracking and retrieval: Retrieve payment details, verify payment statuses, or remove obsolete payments to keep your financial records accurate and up to date. - Product catalog maintenance: Easily fetch detailed product information or remove products from your catalog as your offerings evolve, all via agent commands. - Multi-currency support: Ask your agent to list all available currencies before creating invoices, ensuring transactions are processed in the correct denomination for your business needs. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `FINMEI_CREATE_INVOICE` | Create Invoice | Tool to create a new invoice. Use when you have all invoice details ready and need to record it. Example: "Create an invoice for customer X with two items. | | `FINMEI_DELETE_CUSTOMER` | Delete Customer | Tool to delete a specific customer by their ID. Use after confirming the correct customer_id to remove the record. | | `FINMEI_DELETE_INVOICE` | Delete Invoice | Tool to delete an invoice. Use when you need to remove an existing invoice by its ID. | | `FINMEI_DELETE_PAYMENT` | Delete Payment | Tool to delete a payment. Use when you need to remove a payment by its ID after confirming it's obsolete. | | `FINMEI_DELETE_PRODUCT` | Delete Product | Tool to delete a product by its ID. Use when you need to permanently remove a product from the catalog. | | `FINMEI_GET_PAYMENT` | Get Payment | Tool to retrieve details of a specific payment by its ID. Use after creating a payment or when you need to confirm payment details. | | `FINMEI_GET_PRODUCT` | Get Product by ID | Tool to retrieve a product by its ID. Use when you need detailed information about a single product. | | `FINMEI_LIST_CURRENCIES` | List Currencies | Tool to list all currencies supported by Finmei. Use when you need to retrieve available currency codes before creating transactions. | | `FINMEI_LIST_CUSTOMERS` | List Customers | Tool to list all customers with optional filters and pagination. Use when needing to browse or search customer records. | | `FINMEI_LIST_INVOICES` | List Invoices | Tool to list invoices. Use when you need a paginated list of invoices with basic details. | | `FINMEI_LIST_PAYMENTS` | List Payments | Tool to retrieve a list of payments. Use when you need to view past payment records with optional filters and pagination. | | `FINMEI_LIST_PRODUCTS` | List Products | Tool to retrieve a list of products with optional filters and pagination. Use when you need to browse or filter the product catalog. | | `FINMEI_UPDATE_CUSTOMER` | Update Customer | Tool to update an existing customer's details. Use after confirming the customer ID to modify their information. | | `FINMEI_UPDATE_PRODUCT` | Update Product | Tool to update an existing product's details. Use when you need to modify product information after confirming the product ID. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Finmei MCP server is an implementation of the Model Context Protocol that connects your AI agent to Finmei. It provides structured and secure access so your agent can perform Finmei operations on your behalf through a secure, permission-based interface. With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster. ## Step-by-step Guide ### 1. Prerequisites Before starting, make sure you have: - A Google API key for Gemini models - A Composio account and API key - Python 3.9 or later installed - Basic familiarity with Python ### 1. Getting API Keys for Google and Composio Google API Key - Go to [Google AI Studio](https://aistudio.google.com/app/apikey) and create an API key. - Copy the key and keep it safe. You will put this in GOOGLE_API_KEY. Composio API Key and User ID - Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs). - Go to Settings → API Keys and copy your Composio API key. Use this for COMPOSIO_API_KEY. - Decide on a stable user identifier to scope sessions, often your email or a user ID. Use this for COMPOSIO_USER_ID. ### 2. Install dependencies Inside your virtual environment, install the required packages. What's happening: - google-adk is Google's Agents Development Kit - composio connects your agent to Finmei via MCP - python-dotenv loads environment variables ```bash pip install google-adk composio python-dotenv ``` ### 3. Set up ADK project Set up a new Google ADK project. What's happening: - This creates an agent folder with a root agent file and .env file ```bash adk create my_agent ``` ### 4. Set environment variables Save all your credentials in the .env file. What's happening: - GOOGLE_API_KEY authenticates with Google's Gemini models - COMPOSIO_API_KEY authenticates with Composio - COMPOSIO_USER_ID identifies the user for session management ```bash GOOGLE_API_KEY=your-google-api-key COMPOSIO_API_KEY=your-composio-api-key COMPOSIO_USER_ID=your-user-id-or-email ``` ### 5. Import modules and validate environment What's happening: - os reads environment variables - Composio is the main Composio SDK client - GoogleProvider declares that you are using Google ADK as the agent runtime - Agent is the Google ADK LLM agent class - McpToolset lets the ADK agent call MCP tools over HTTP ```python import os import warnings from composio import Composio from dotenv import load_dotenv from google.adk.agents.llm_agent import Agent from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams from google.adk.tools.mcp_tool.mcp_toolset import McpToolset load_dotenv() warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*") GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY") COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY") COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID") if not GOOGLE_API_KEY: raise ValueError("GOOGLE_API_KEY is not set in the environment.") if not COMPOSIO_API_KEY: raise ValueError("COMPOSIO_API_KEY is not set in the environment.") if not COMPOSIO_USER_ID: raise ValueError("COMPOSIO_USER_ID is not set in the environment.") ``` ### 6. Create Composio client and Tool Router session What's happening: - Authenticates to Composio with your API key - Declares Google ADK as the provider - Spins up a short-lived MCP endpoint for your user and selected toolkit - Stores the MCP HTTP URL for the ADK MCP integration ```python composio_client = Composio(api_key=COMPOSIO_API_KEY) composio_session = composio_client.create( user_id=COMPOSIO_USER_ID, toolkits=["finmei"], ) COMPOSIO_MCP_URL = composio_session.mcp.url, print(f"Composio MCP URL: {COMPOSIO_MCP_URL}") ``` ### 7. Set up the McpToolset and create the Agent What's happening: - Connects the ADK agent to the Composio MCP endpoint through McpToolset - Uses Gemini as the model powering the agent - Lists exact tool names in instruction to reduce misnamed tool calls ```python composio_toolset = McpToolset( connection_params=StreamableHTTPConnectionParams( url=COMPOSIO_MCP_URL, headers={"x-api-key": COMPOSIO_API_KEY} ) ) root_agent = Agent( model="gemini-2.5-flash", name="composio_agent", description="An agent that uses Composio tools to perform actions.", instruction=( "You are a helpful assistant connected to Composio. " "You have the following tools available: " "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, " "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. " "Use these tools to help users with Finmei operations." ), tools=[composio_toolset], ) print("\nAgent setup complete. You can now run this agent directly ;)") ``` ### 8. Run the agent Execute the agent from the project root. The web command opens a web portal where you can chat with the agent. What's happening: - adk run runs the agent in CLI mode - adk web . opens a web UI for interactive testing ```bash # Run in CLI mode adk run my_agent # Or run in web UI mode adk web ``` ## Complete Code ```python import os import warnings from composio import Composio from composio_google import GoogleProvider from dotenv import load_dotenv from google.adk.agents.llm_agent import Agent from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams from google.adk.tools.mcp_tool.mcp_toolset import McpToolset load_dotenv() warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*") GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY") COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY") COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID") if not GOOGLE_API_KEY: raise ValueError("GOOGLE_API_KEY is not set in the environment.") if not COMPOSIO_API_KEY: raise ValueError("COMPOSIO_API_KEY is not set in the environment.") if not COMPOSIO_USER_ID: raise ValueError("COMPOSIO_USER_ID is not set in the environment.") composio_client = Composio(api_key=COMPOSIO_API_KEY, provider=GoogleProvider()) composio_session = composio_client.create( user_id=COMPOSIO_USER_ID, toolkits=["finmei"], ) COMPOSIO_MCP_URL = composio_session.mcp.url composio_toolset = McpToolset( connection_params=StreamableHTTPConnectionParams( url=COMPOSIO_MCP_URL, headers={"x-api-key": COMPOSIO_API_KEY} ) ) root_agent = Agent( model="gemini-2.5-flash", name="composio_agent", description="An agent that uses Composio tools to perform actions.", instruction=( "You are a helpful assistant connected to Composio. " "You have the following tools available: " "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, " "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. " "Use these tools to help users with Finmei operations." ), tools=[composio_toolset], ) print("\nAgent setup complete. You can now run this agent directly ;)") ``` ## Conclusion You've successfully integrated Finmei with the Google ADK through Composio's MCP Tool Router. Your agent can now interact with Finmei using natural language commands. Key takeaways: - The Tool Router approach dynamically routes requests to the appropriate Finmei tools - Environment variables keep your credentials secure and separate from code - Clear agent instructions reduce tool calling errors - The ADK web UI provides an interactive interface for testing and development You can extend this setup by adding more toolkits to the toolkits array in your session configuration. ## How to build Finmei MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/finmei/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/finmei/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/finmei/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/finmei/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/finmei/framework/codex) - [OpenClaw](https://composio.dev/toolkits/finmei/framework/openclaw) - [Hermes](https://composio.dev/toolkits/finmei/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/finmei/framework/cli) - [LangChain](https://composio.dev/toolkits/finmei/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/finmei/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/finmei/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/finmei/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/finmei/framework/crew-ai) ## Related Toolkits - [Stripe](https://composio.dev/toolkits/stripe) - Stripe is a global online payments platform offering APIs for managing payments, customers, and subscriptions. Trusted by businesses for secure, efficient, and scalable payment processing worldwide. - [Alpha vantage](https://composio.dev/toolkits/alpha_vantage) - Alpha Vantage is a financial data platform offering real-time and historical stock market APIs. Get instant, reliable access to equities, forex, and technical analysis data for smarter trading decisions. - [Altoviz](https://composio.dev/toolkits/altoviz) - Altoviz is a cloud-based billing and invoicing platform for businesses. It streamlines online payments, expense tracking, and customizable invoice management. - [Benzinga](https://composio.dev/toolkits/benzinga) - Benzinga provides real-time financial news and data APIs for market coverage. It helps you track breaking news and actionable market insights instantly. - [Brex](https://composio.dev/toolkits/brex) - Brex provides corporate credit cards and spend management tailored for startups and tech businesses. It helps optimize company cash flow, streamline accounting, and accelerate business growth. - [Chaser](https://composio.dev/toolkits/chaser) - Chaser is accounts receivable automation software that sends invoice reminders and helps businesses get paid faster. It streamlines the collections process to save time and improve cash flow. - [Clientary](https://composio.dev/toolkits/clientary) - Clientary is a platform for managing clients, invoices, projects, proposals, and more. It streamlines client work and saves you serious admin time. - [Coinbase](https://composio.dev/toolkits/coinbase) - Coinbase is a platform for buying, selling, and storing cryptocurrency. It makes exchanging and managing crypto simple and secure for everyone. - [Coinranking](https://composio.dev/toolkits/coinranking) - Coinranking is a comprehensive cryptocurrency market data platform offering access to real-time coin prices, market caps, and historical data. Get accurate, up-to-date stats for thousands of digital assets in one place. - [Coupa](https://composio.dev/toolkits/coupa) - Coupa is a business spend management platform for procurement, invoicing, and expenses. It helps organizations streamline purchasing, control costs, and gain complete visibility over financial operations. - [CurrencyScoop](https://composio.dev/toolkits/currencyscoop) - CurrencyScoop is a developer-friendly API for real-time and historical currency exchange rates. Easily access fiat and crypto data for smart, up-to-date financial applications. - [Daffy](https://composio.dev/toolkits/daffy) - Daffy is a modern charitable giving platform with a donor-advised fund. Easily set aside funds, grow them tax-free, and donate to over 1.7 million U.S. charities. - [Eagle doc](https://composio.dev/toolkits/eagle_doc) - Eagle doc is an AI-powered OCR API for invoices and receipts. It delivers fast, reliable, and accurate document data extraction for seamless automation. - [Elorus](https://composio.dev/toolkits/elorus) - Elorus is an online invoicing and time-tracking software for freelancers and small businesses. Easily manage finances, bill clients, and track work in one place. - [Eodhd apis](https://composio.dev/toolkits/eodhd_apis) - Eodhd apis delivers comprehensive financial data, including live and historical stock prices, via robust APIs. Easily access reliable, up-to-date market insights to power your apps, dashboards, and analytics. - [Fidel api](https://composio.dev/toolkits/fidel_api) - Fidel api is a secure platform for linking payment cards to web and mobile apps. It enables real-time card transaction monitoring and event-based automation for businesses. - [Finage](https://composio.dev/toolkits/finage) - Finage is a secure API platform delivering real-time and historical financial data for stocks, forex, crypto, indices, and commodities. It empowers developers and businesses to access, analyze, and act on market data instantly. - [Fixer](https://composio.dev/toolkits/fixer) - Fixer is a currency data API offering real-time and historical exchange rates for 170 currencies. Instantly access accurate, up-to-date forex data for your applications and workflows. - [Fixer io](https://composio.dev/toolkits/fixer_io) - Fixer.io is a lightweight API for real-time and historical foreign exchange rates. It makes global currency conversion fast, accurate, and hassle-free. - [Flutterwave](https://composio.dev/toolkits/flutterwave) - Flutterwave is a global payments platform enabling businesses to accept and send payments across Africa and beyond. Its robust APIs simplify cross-border transactions and financial operations. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Finmei MCP? With a standalone Finmei MCP server, the agents and LLMs can only access a fixed set of Finmei tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Finmei and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Google ADK? Yes, you can. Google ADK fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Finmei tools. ### Can I manage the permissions and scopes for Finmei while using Tool Router? Yes, absolutely. You can configure which Finmei scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Finmei data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)