EODHD Financial MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add EODHD Financial as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to EODHD Financial. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in EODHD Financial?"
)
print(response)
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.
LlamaIndex agents combine EODHD Financial tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex via MCP
Follow these steps to integrate the EODHD Financial MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from EODHD Financial
Why Use LlamaIndex with the EODHD Financial MCP Server
LlamaIndex provides unique advantages when paired with EODHD Financial through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine EODHD Financial tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain EODHD Financial tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query EODHD Financial, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what EODHD Financial tools were called, what data was returned, and how it influenced the final answer
EODHD Financial + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the EODHD Financial MCP Server delivers measurable value.
Hybrid search: combine EODHD Financial real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query EODHD Financial to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying EODHD Financial for fresh data
Analytical workflows: chain EODHD Financial queries with LlamaIndex's data connectors to build multi-source analytical reports
EODHD Financial MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect EODHD Financial to LlamaIndex 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 LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting EODHD Financial to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpEODHD Financial + LlamaIndex FAQ
Common questions about integrating EODHD Financial MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect EODHD Financial with your favorite client
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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 LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.