EODHD Financial MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect EODHD Financial through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"eodhd-financial": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using EODHD Financial, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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 EODHD Financial MCP Server
Connect to EODHD Financial Data and access professional-grade stock market data through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with EODHD Financial through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Real-Time Prices — Get current stock prices with change, volume and previous close
- Historical EOD Data — Download end-of-day price history with OHLCV data
- Fundamentals — Access P/E ratios, market cap, earnings, financial statements and analyst targets
- Dividends — View dividend payment history with ex-dividend dates and amounts
- Stock Splits — Track stock split history with split ratios
- Ticker Search — Find stock symbols by company name across global exchanges
- Multi-Ticker — Get prices for multiple stocks in one call
The EODHD Financial MCP Server exposes 10 tools through the Vinkius. Connect it to LangChain 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 EODHD Financial to LangChain via MCP
Follow these steps to integrate the EODHD Financial MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 10 tools from EODHD Financial via MCP
Why Use LangChain with the EODHD Financial MCP Server
LangChain provides unique advantages when paired with EODHD Financial through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine EODHD Financial MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across EODHD Financial queries for multi-turn workflows
EODHD Financial + LangChain Use Cases
Practical scenarios where LangChain combined with the EODHD Financial MCP Server delivers measurable value.
RAG with live data: combine EODHD Financial tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query EODHD Financial, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain EODHD Financial tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every EODHD Financial tool call, measure latency, and optimize your agent's performance
EODHD Financial MCP Tools for LangChain (10)
These 10 tools become available when you connect EODHD Financial to LangChain via MCP:
get_dividends
Returns ex-dividend date, payment date, record date, declaration date and dividend amount per share. Symbol format: TICKER.EXCHANGE. Supports date range filtering. Get dividend history for a stock
get_eod_data
Supports daily, weekly and monthly periods. Symbol format: TICKER.EXCHANGE (e.g. "AAPL.US"). Use date_from and date_to for date range filtering. Get historical end-of-day stock data
get_exchange_symbols
Returns symbol codes, names, country and exchange info. Common exchanges: "US" (NYSE/NASDAQ), "XETRA" (Germany), "LSE" (London), "TO" (Tokyo), "PA" (Paris). Get all symbols for a specific exchange
get_fundamentals
Symbol format: TICKER.EXCHANGE. Use filter parameter to request specific sections (e.g. "General,Highlights,Valuation"). Get fundamental data for a stock
get_historical_dividends
Provide comma-separated symbols (e.g. "AAPL.US,MSFT.US,GOOGL.US"). Returns dividend dates and amounts for all matching tickers. Get historical dividends for multiple tickers
get_historical_splits
Provide comma-separated symbols. Returns split dates and ratios for all matching tickers. Get historical stock splits for multiple tickers
get_multi_price
Provide comma-separated symbols (e.g. "AAPL.US,MSFT.US,GOOGL.US"). Returns price, change and change percent for each. Get real-time prices for multiple tickers
get_realtime_price
Symbol format: TICKER.EXCHANGE (e.g. "AAPL.US" for Apple, "MSFT.US" for Microsoft, "BMW.XETRA" for BMW). Returns current price, open, high, low, close, volume, previous close, change and change percent. Get real-time stock price
get_splits
Returns split date and split ratio (e.g. "2:1" for a 2-for-1 split). Symbol format: TICKER.EXCHANGE. Get stock split history for a stock
search_tickers
Returns matching symbols with exchange, name, country and type. Useful for finding the correct symbol format for other API calls. Search for stock tickers by name or symbol
Example Prompts for EODHD Financial in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with EODHD Financial immediately.
"What's the current price of Apple stock?"
"Show me Microsoft's fundamentals."
"Get prices for AAPL, MSFT and GOOGL."
Troubleshooting EODHD Financial MCP Server with LangChain
Common issues when connecting EODHD Financial to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersEODHD Financial + LangChain FAQ
Common questions about integrating EODHD Financial MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
Connect EODHD Financial with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect EODHD Financial to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.