How to Use the Alpha Vantage MCP in Cursor

Inject live Alpha Vantage market data directly into your code with Cursor. Stop mocking data and start building for real.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Alpha Vantage MCP to Cursor

Create your Vinkius account to connect Alpha Vantage to Cursor and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Alpha Vantage with Cursor

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Generate Code with Live Market Data

This is the whole point of using an agent in your editor. You can tell Cursor, "fetch the last 100 days of GOOGL prices and write a Python script to plot it." The agent uses `get_daily_time_series` and generates working code that uses the actual data, not some placeholder. This works for any market. You can scaffold a trading bot backtester by pulling historical data with `get_crypto_daily` or `get_forex_daily`. Cursor will write the code that correctly handles the response format from the Alpha Vantage API, saving you the guesswork.

Build Dashboards with this MCP Server

Need to spin up a quick portfolio tracker? Ask Cursor to fetch current prices for a list of tickers using `get_quote` and then generate a React component to display them. You get real-time prices and percent change, ready to go. You can pull more than just quotes. Get fundamental data with `get_company_overview` or technical indicators like `get_rsi`. Cursor's agent can then structure that data into tables or charts, giving you a working front-end component in seconds.

Research and Analyze Inside Your Editor

Stop switching to your browser to look up a stock. Just open the chat and ask, "what's the news sentiment for NVDA?" The agent uses `get_news_sentiment` and gives you a summary of recent articles and their sentiment scores right there. Don't know the ticker? No problem. Use `search_symbol` to find it first. Then you can chain commands, like finding a symbol and immediately asking for its intraday price history with `get_intraday_time_series`.

Setup guide

Set up Alpha Vantage MCP in Cursor

Prerequisites

Cursor installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP Settings

Go to Cursor Settings → MCP or open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and search for "MCP: Add Server".
2

Add the Alpha Vantage MCP

Cursor will create or open .cursor/mcp.json in your project root. Paste the JSON snippet on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Enable Agent mode

Open Composer (Cmd+I / Ctrl+I) and switch to Agent mode using the dropdown at the top. MCP tools are only available in Agent mode.
4

Verify the connection

Ask Cursor something like "List my recent Alpha Vantage transactions." If the MCP tools are loaded correctly, Cursor will call the Alpha Vantage tools automatically. You can also check Settings → MCP for a green status indicator.

.cursor/mcp.json

{
  "mcpServers": {
    "alpha-vantage-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Alpha Vantage. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Alpha Vantage now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Alpha Vantage MCP in Cursor

Enable Agent mode and just tell it what to do. For example: "Using Alpha Vantage, fetch the daily price for BTC in USD and write a script to save it to a CSV." Cursor will call the `get_crypto_daily` tool and generate the code for you.

Yes, it's designed for that. Add the server to your project's `.cursor/mcp.json` file and commit it. Anyone who clones the repo automatically gets the same set of financial data tools.

Prompt the agent with the ticker and the interval you want. Try saying, "get me the 5-minute intraday data for AAPL." The agent will use the `get_intraday_time_series` tool and can even write code to process the response.

You can pull company overviews and earnings histories. Use the `get_company_overview` and `get_earnings` tools to get data that you can then ask Cursor to summarize, format, or build code around.

No. Your code never leaves your editor. The only data sent to the server are the specific parameters for a tool call, like a stock ticker for a `get_quote` request. The connection is managed through a Vinkius zero-trust sandbox.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript