Stock MCP Server
Stock MCP server enabling AI agents to access stock market data — fetching real-time and historical stock prices, retrieving company fundamentals and financial metrics, querying market data via Alpha Vantage API, and integrating stock market information into agent-driven investment research and financial analysis workflows.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
HTTPS. API key. Community MCP. Store key securely. Research use only — not for production trading.
⚡ Reliability
Best When
An agent needs stock market data via Alpha Vantage — for investment research, portfolio analysis, or financial modeling with reliable API-sourced data.
Avoid When
You already have Yahoo Finance or yfinance integrated — or need real-time tick data for trading execution.
Use Cases
- • Fetching current stock prices and daily data from investment research agents
- • Retrieving company financial metrics and ratios from analysis agents
- • Getting historical OHLCV price data from backtesting agents
- • Comparing stock performance across companies from portfolio agents
- • Monitoring earnings and dividend data from income strategy agents
- • Building financial dashboards from BI agents
Not For
- • High-frequency trading data (Alpha Vantage has rate limits)
- • Teams needing institutional-grade data (use Bloomberg or Refinitiv)
- • Options and derivatives data (limited coverage)
Interface
Authentication
Alpha Vantage API key required. Free API key available at alphavantage.co without credit card. Key passed as environment variable.
Pricing
Alpha Vantage free tier is very limited (25 requests/day). Premium plans available for more data. Community MCP server is free.
Agent Metadata
Known Gotchas
- ⚠ Free tier severely limited: 25 requests/day — easy to exhaust in agent workflows
- ⚠ Alpha Vantage rate limit: 5 requests/minute — add delays between API calls
- ⚠ Alpha Vantage ticker format: use stock symbols (AAPL, MSFT) not company names
- ⚠ Intraday data has different endpoints than daily/weekly/monthly — use correct endpoint
- ⚠ Community MCP — may not expose all Alpha Vantage data types (forex, crypto, economic indicators)
- ⚠ Free tier data may have 15-20 minute delay for intraday data
Alternatives
Full Evaluation Report
Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Stock MCP Server.
Scores are editorial opinions as of 2026-03-06.