Bring Stock Market
to Google ADK
Create your Vinkius account to connect Alpha Vantage to Google ADK and start using all 13 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Alpha Vantage MCP Server?
Connect to Alpha Vantage APIs through any AI agent and explore global financial markets through natural conversation.
What you can do
- Real-Time Quotes — Get current stock prices, volume, high/low, open and previous close
- Time Series — Access daily, weekly, monthly and intraday OHLCV data with 20+ years of history
- Technical Indicators — Calculate RSI, SMA, EMA, MACD, Bollinger Bands and 50+ other indicators
- Company Fundamentals — Retrieve company overview, market cap, PE ratio, EPS and earnings history
- Sector Performance — Monitor real-time performance of all 11 market sectors
- News Sentiment — Fetch news articles with sentiment scores for stock tickers
- Crypto & Forex — Get daily cryptocurrency and foreign exchange rate data
How it works
- Subscribe to this server
- Enter your Alpha Vantage API Key (free at alphavantage.co)
- Start exploring financial markets from Claude, Cursor, or any MCP-compatible client
No more navigating complex financial terminals to check stock prices or technical indicators. Your AI acts as a dedicated market data analyst.
Who is this for?
- Traders — quickly check quotes, review time series and calculate technical indicators without opening a trading platform
- Investors — explore company fundamentals, earnings history and sector performance for portfolio research
- Developers — access market data programmatically for building financial applications and analysis tools
- Students — learn about technical analysis, market trends and financial data through interactive conversation
Built-in capabilities (13)
Useful for fundamental analysis and stock screening. Get company overview and fundamentals
Requires the crypto symbol (e.g. "BTC") and the market currency (e.g. "USD"). Returns daily price data with dates. Get daily cryptocurrency prices
Optionally set outputsize to "compact" (last 100 data points, default) or "full" (20+ years of data). Returns daily price data with dates. Get daily stock time series
Useful for earnings analysis and identifying beats/misses. Get earnings history for a stock
Requires the from symbol (e.g. "EUR") and to symbol (e.g. "USD"). Returns daily OHLCV forex data with dates. Get daily foreign exchange rates
Optionally set interval (1min, 5min, 15min, 30min, 60min) and outputsize. Returns price data at the specified interval. Useful for day trading analysis. Get intraday stock time series
Each data point represents a month of trading. Useful for long-term trend analysis and portfolio review. Get monthly stock time series
Each article includes title, summary, source, sentiment scores (bullish/bearish score) and relevance score. Optionally filter by topics and limit the number of results. Get news sentiment for stock tickers
Returns current trading data including change and change percent. Useful for quick price checks. Get real-time stock quote
RSI measures momentum on a 0-100 scale; above 70 indicates overbought, below 30 indicates oversold. Optionally set interval, time period and series type (close, open, high, low). Get Relative Strength Index (RSI) indicator
Returns change percentages for each sector. Get real-time sector performance
Each data point represents a week of trading. Useful for medium-term trend analysis. Get weekly stock time series
Returns best matches with symbol, name, type and region. Useful for discovering the correct symbol before querying price data. Search for stock symbols by keywords
Why Google ADK?
Google ADK natively supports Alpha Vantage as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 13 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
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Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
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Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Alpha Vantage
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Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
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Seamless integration with Google Cloud services means you can combine Alpha Vantage tools with BigQuery, Vertex AI, and Cloud Functions
Alpha Vantage in Google ADK
Why run Alpha Vantage with Vinkius?
The Alpha Vantage connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 13 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Alpha Vantage using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Alpha Vantage and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Alpha Vantage to Google ADK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Alpha Vantage for Google ADK
Every request between Google ADK and Alpha Vantage is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I get an Alpha Vantage API key?
Visit alphavantage.co/support/#api_key, fill in your name and email, and click GET FREE API KEY. The key is delivered instantly on the page. Free tier includes 25 requests per day.
What technical indicators are available?
Alpha Vantage supports 50+ technical indicators including SMA, EMA, RSI, MACD, Bollinger Bands, Stochastic, ADX, ATR, CCI, Williams %R, and many more. Currently this MCP server exposes RSI, with more indicators available on request.
Can I get cryptocurrency data?
Yes! Use get_crypto_daily with the crypto symbol (e.g. 'BTC', 'ETH', 'SOL') and market currency (e.g. 'USD', 'EUR'). Returns daily OHLCV data for the cryptocurrency pair.
How much historical data is available?
Alpha Vantage provides 20+ years of historical data for most stocks. Use the get_daily_time_series tool with outputsize 'full' to access the complete history. The compact mode returns the last 100 data points.
How does Google ADK connect to MCP servers?
Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
Can ADK agents use multiple MCP servers?
Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
Which Gemini models work best with MCP tools?
Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.
McpToolset not found
Update: pip install --upgrade google-adk
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