Alpha Vantage MCP Server for AutoGen 13 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Alpha Vantage as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="alpha_vantage_agent",
tools=tools,
system_message=(
"You help users with Alpha Vantage. "
"13 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Alpha Vantage tools. Connect 13 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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 AutoGen 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 AutoGen via MCP
Follow these steps to integrate the Alpha Vantage MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 13 tools from Alpha Vantage automatically
Why Use AutoGen with the Alpha Vantage MCP Server
AutoGen provides unique advantages when paired with Alpha Vantage through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Alpha Vantage tools to solve complex tasks
Role-based architecture lets you assign Alpha Vantage tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Alpha Vantage tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Alpha Vantage tool responses in an isolated environment
Alpha Vantage + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Alpha Vantage MCP Server delivers measurable value.
Collaborative analysis: one agent queries Alpha Vantage while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Alpha Vantage, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Alpha Vantage data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Alpha Vantage responses in a sandboxed execution environment
Alpha Vantage MCP Tools for AutoGen (13)
These 13 tools become available when you connect Alpha Vantage to AutoGen 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 AutoGen
Ready-to-use prompts you can give your AutoGen 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 AutoGen
Common issues when connecting Alpha Vantage to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Alpha Vantage + AutoGen FAQ
Common questions about integrating Alpha Vantage MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect Alpha Vantage to AutoGen
Get your token, paste the configuration, and start using 13 tools in under 2 minutes. No API key management needed.