Alpha Vantage MCP Server for Google ADK 13 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Alpha Vantage as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="alpha_vantage_agent",
instruction=(
"You help users interact with Alpha Vantage "
"using 13 available tools."
),
tools=[mcp_tools],
)
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Alpha Vantage MCP Server
Connect to Alpha Vantage APIs through any AI agent and explore global financial markets through natural conversation.
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.
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
The Alpha Vantage MCP Server exposes 13 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Alpha Vantage to Google ADK via MCP
Follow these steps to integrate the Alpha Vantage MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 13 tools from Alpha Vantage via MCP
Why Use Google ADK with the Alpha Vantage MCP Server
Google ADK provides unique advantages when paired with Alpha Vantage through the Model Context Protocol.
Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Alpha Vantage
Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
Seamless integration with Google Cloud services means you can combine Alpha Vantage tools with BigQuery, Vertex AI, and Cloud Functions
Alpha Vantage + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Alpha Vantage MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Alpha Vantage and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Alpha Vantage tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Alpha Vantage regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Alpha Vantage
Alpha Vantage MCP Tools for Google ADK (13)
These 13 tools become available when you connect Alpha Vantage to Google ADK via MCP:
get_company_overview
Useful for fundamental analysis and stock screening. Get company overview and fundamentals
get_crypto_daily
Requires the crypto symbol (e.g. "BTC") and the market currency (e.g. "USD"). Returns daily price data with dates. Get daily cryptocurrency prices
get_daily_time_series
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
get_earnings
Useful for earnings analysis and identifying beats/misses. Get earnings history for a stock
get_forex_daily
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
get_intraday_time_series
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
get_monthly_time_series
Each data point represents a month of trading. Useful for long-term trend analysis and portfolio review. Get monthly stock time series
get_news_sentiment
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
get_quote
Returns current trading data including change and change percent. Useful for quick price checks. Get real-time stock quote
get_rsi
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
get_sector_performance
Returns change percentages for each sector. Get real-time sector performance
get_weekly_time_series
Each data point represents a week of trading. Useful for medium-term trend analysis. Get weekly stock time series
search_symbol
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
Example Prompts for Alpha Vantage in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Alpha Vantage immediately.
"Show me the current quote for Apple stock."
"Show me the RSI for Tesla over the last 14 days."
"What are the top performing sectors today?"
Troubleshooting Alpha Vantage MCP Server with Google ADK
Common issues when connecting Alpha Vantage to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkAlpha Vantage + Google ADK FAQ
Common questions about integrating Alpha Vantage MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect Alpha Vantage to Google ADK
Get your token, paste the configuration, and start using 13 tools in under 2 minutes. No API key management needed.