IBESTAT (Estadística Illes Balears) MCP Server for LlamaIndexGive LlamaIndex instant access to 4 tools to Get Data, Get Metadata, List Operations, and more
GDPR Free for SubscribersLlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add IBESTAT (Estadística Illes Balears) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this MCP Server for LlamaIndex
The IBESTAT (Estadística Illes Balears) MCP Server for LlamaIndex is a standout in the Data Analytics category — giving your AI agent 4 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport 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 IBESTAT (Estadística Illes Balears). "
"You have 4 tools available."
),
)
response = await agent.run(
"What tools are available in IBESTAT (Estadística Illes Balears)?"
)
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 IBESTAT (Estadística Illes Balears) MCP Server
Connect to the IBESTAT (Institut d'Estadística de les Illes Balears) and bring official public data into your AI workflows. This server provides direct access to the comprehensive statistical catalog of the Balearic Islands.
LlamaIndex agents combine IBESTAT (Estadística Illes Balears) tool responses with indexed documents for comprehensive, grounded answers. Connect 4 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
- Browse Operations — List all available statistical operations and studies conducted by the institute.
- Discover Resources — Identify specific tables and datasets associated with any statistical operation using its unique ID.
- Fetch Raw Data — Retrieve actual statistical figures in JSON, CSV, or XML formats for deep analysis.
- Metadata Access — Get the underlying context, definitions, and structural information for specific operations to ensure data accuracy.
The IBESTAT (Estadística Illes Balears) MCP Server exposes 4 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 4 IBESTAT (Estadística Illes Balears) tools available for LlamaIndex
When LlamaIndex connects to IBESTAT (Estadística Illes Balears) through Vinkius, your AI agent gets direct access to every tool listed below — spanning statistics, regional-data, public-records, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Get data on IBESTAT (Estadística Illes Balears)
Retrieve statistical data for a specific resource
Get metadata on IBESTAT (Estadística Illes Balears)
Retrieve metadata for a specific operation
List operations on IBESTAT (Estadística Illes Balears)
List all statistical operations available in IBESTAT
List resources on IBESTAT (Estadística Illes Balears)
g., specific tables) for a given statistical operation ID. Retrieve resources associated with a specific operation
Connect IBESTAT (Estadística Illes Balears) to LlamaIndex via MCP
Follow these steps to wire IBESTAT (Estadística Illes Balears) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the IBESTAT (Estadística Illes Balears) MCP Server
LlamaIndex provides unique advantages when paired with IBESTAT (Estadística Illes Balears) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine IBESTAT (Estadística Illes Balears) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain IBESTAT (Estadística Illes Balears) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query IBESTAT (Estadística Illes Balears), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what IBESTAT (Estadística Illes Balears) tools were called, what data was returned, and how it influenced the final answer
IBESTAT (Estadística Illes Balears) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the IBESTAT (Estadística Illes Balears) MCP Server delivers measurable value.
Hybrid search: combine IBESTAT (Estadística Illes Balears) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query IBESTAT (Estadística Illes Balears) 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 IBESTAT (Estadística Illes Balears) for fresh data
Analytical workflows: chain IBESTAT (Estadística Illes Balears) queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for IBESTAT (Estadística Illes Balears) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with IBESTAT (Estadística Illes Balears) immediately.
"List all available statistical operations from IBESTAT."
"Show me the resources available for the statistical operation with ID '0201'."
"Get the data for operation '0201' and resource 'T1' in English and JSON format."
Troubleshooting IBESTAT (Estadística Illes Balears) MCP Server with LlamaIndex
Common issues when connecting IBESTAT (Estadística Illes Balears) to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpIBESTAT (Estadística Illes Balears) + LlamaIndex FAQ
Common questions about integrating IBESTAT (Estadística Illes Balears) 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?
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