BOE (Boletín Oficial del Estado) MCP Server for LlamaIndexGive LlamaIndex instant access to 17 tools to Get Boe Summary, Get Borme Summary, Get Consolidated Legislation, and more
GDPR Free for SubscribersLlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add BOE (Boletín Oficial del Estado) 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 BOE (Boletín Oficial del Estado) MCP Server for LlamaIndex is a standout in the Knowledge Management category — giving your AI agent 17 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 BOE (Boletín Oficial del Estado). "
"You have 17 tools available."
),
)
response = await agent.run(
"What tools are available in BOE (Boletín Oficial del Estado)?"
)
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 BOE (Boletín Oficial del Estado) MCP Server
Connect to the Boletín Oficial del Estado (BOE) Open Data service to navigate the Spanish legal system through natural conversation. This server provides comprehensive access to official gazettes and updated laws.
LlamaIndex agents combine BOE (Boletín Oficial del Estado) tool responses with indexed documents for comprehensive, grounded answers. Connect 17 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
- Consolidated Legislation — Search for the latest updated versions of Spanish laws and regulations using
search_consolidated_legislation - Daily Summaries — Retrieve the full index of documents published in the BOE or BORME (Mercantile Registry) for any specific date
- Legal Analysis — Access detailed metadata, European Legislation Identifiers (ELI), and relations between different legal norms
- Full Text Access — Fetch the complete text of laws or specific blocks (articles/sections) to analyze legal requirements
- Structural Indexing — Understand the hierarchy of a law by listing its internal blocks and sections
The BOE (Boletín Oficial del Estado) MCP Server exposes 17 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 17 BOE (Boletín Oficial del Estado) tools available for LlamaIndex
When LlamaIndex connects to BOE (Boletín Oficial del Estado) through Vinkius, your AI agent gets direct access to every tool listed below — spanning spanish-law, legislation, official-gazette, 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 boe summary on BOE (Boletín Oficial del Estado)
Get daily summary of the BOE
Get borme summary on BOE (Boletín Oficial del Estado)
Get daily summary of the BORME
Get consolidated legislation on BOE (Boletín Oficial del Estado)
ID format: BOE-A-YYYY-NUMBER. Get consolidated legislation by ID
Get legislation analysis on BOE (Boletín Oficial del Estado)
Get legal analysis for consolidated legislation
Get legislation block on BOE (Boletín Oficial del Estado)
g., a specific article). Get specific block of consolidated legislation
Get legislation eli metadata on BOE (Boletín Oficial del Estado)
Get ELI metadata for consolidated legislation
Get legislation metadata on BOE (Boletín Oficial del Estado)
Get metadata for consolidated legislation
Get legislation text on BOE (Boletín Oficial del Estado)
Get full text of consolidated legislation
Get legislation text index on BOE (Boletín Oficial del Estado)
) structuring the latest version. Get text index of consolidated legislation
List consolidation states on BOE (Boletín Oficial del Estado)
List auxiliary consolidation states
List departments on BOE (Boletín Oficial del Estado)
). List auxiliary issuing departments
List posterior relations on BOE (Boletín Oficial del Estado)
List auxiliary posterior legal relations
List previous relations on BOE (Boletín Oficial del Estado)
List auxiliary previous legal relations
List ranks on BOE (Boletín Oficial del Estado)
). List auxiliary legal ranks
List scopes on BOE (Boletín Oficial del Estado)
List auxiliary scopes
List subjects on BOE (Boletín Oficial del Estado)
List auxiliary subjects/topics
Search consolidated legislation on BOE (Boletín Oficial del Estado)
Search consolidated legislation
Connect BOE (Boletín Oficial del Estado) to LlamaIndex via MCP
Follow these steps to wire BOE (Boletín Oficial del Estado) 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 BOE (Boletín Oficial del Estado) MCP Server
LlamaIndex provides unique advantages when paired with BOE (Boletín Oficial del Estado) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine BOE (Boletín Oficial del Estado) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain BOE (Boletín Oficial del Estado) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query BOE (Boletín Oficial del Estado), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what BOE (Boletín Oficial del Estado) tools were called, what data was returned, and how it influenced the final answer
BOE (Boletín Oficial del Estado) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the BOE (Boletín Oficial del Estado) MCP Server delivers measurable value.
Hybrid search: combine BOE (Boletín Oficial del Estado) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query BOE (Boletín Oficial del Estado) 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 BOE (Boletín Oficial del Estado) for fresh data
Analytical workflows: chain BOE (Boletín Oficial del Estado) queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for BOE (Boletín Oficial del Estado) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with BOE (Boletín Oficial del Estado) immediately.
"Show me the summary of documents published in the BOE for January 10th, 2024."
"Search for consolidated legislation related to 'Ley de Propiedad Intelectual'."
"Get the legal analysis and relations for law BOE-A-2015-10565."
Troubleshooting BOE (Boletín Oficial del Estado) MCP Server with LlamaIndex
Common issues when connecting BOE (Boletín Oficial del Estado) to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBOE (Boletín Oficial del Estado) + LlamaIndex FAQ
Common questions about integrating BOE (Boletín Oficial del Estado) 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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