Ayuntamiento de Zaragoza MCP Server for LlamaIndexGive LlamaIndex instant access to 17 tools to Book Appointment, Create Map, Delete Map, and more

Name: Ayuntamiento de Zaragoza
Price: 29 USD
Availability: InStock
Rating: 0.2 (1 reviews)
Author: Vinkius

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Ayuntamiento de Zaragoza 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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The Ayuntamiento de Zaragoza MCP Server for LlamaIndex is a standout in the Data Management category — giving your AI agent 17 tools to work with, ready to go from day one.

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python

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 Ayuntamiento de Zaragoza. "
            "You have 17 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Ayuntamiento de Zaragoza?"
    )
    print(response)

asyncio.run(main())

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* 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 Ayuntamiento de Zaragoza MCP Server

Connect to the Ayuntamiento de Zaragoza (Zaragoza City Council) Open Data platform to interact with city services, public datasets, and administrative workflows through natural language.

LlamaIndex agents combine Ayuntamiento de Zaragoza 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

Public Datasets — Query information on monuments, restaurants, city equipment, and more using the query_dataset tool.
Citizen Services (Open311) — Submit complaints or suggestions (submit_open311_request) and track their status directly from your agent.
Collaborative Maps — List and inspect public or user-specific maps to visualize urban data.
Appointment Management — Check availability for city services and book appointments (book_appointment) without navigating complex web forms.
Advanced Semantic Search — Execute SPARQL queries for deep data analysis across the city's linked data infrastructure.

The Ayuntamiento de Zaragoza 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 Ayuntamiento de Zaragoza tools available for LlamaIndex

When LlamaIndex connects to Ayuntamiento de Zaragoza through Vinkius, your AI agent gets direct access to every tool listed below — spanning open-data, open311, citizen-services, 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.

book

Book appointment on Ayuntamiento de Zaragoza

Requires authentication. Book an appointment (Cita Previa)

create

Create map on Ayuntamiento de Zaragoza

Requires authentication. Create a new collaborative map

delete

Delete map on Ayuntamiento de Zaragoza

Requires authentication. Delete a collaborative map

execute

Execute sparql query on Ayuntamiento de Zaragoza

zaragoza.es/sparql. Execute a SPARQL query against Zaragoza Semantic Web endpoint

get

Get agenda availability on Ayuntamiento de Zaragoza

Get appointment availability for a specific day

get

Get agenda detail on Ayuntamiento de Zaragoza

Get details of a specific Cita Previa agenda

get

Get map detail on Ayuntamiento de Zaragoza

Get details of a collaborative map

get

Get my appointments on Ayuntamiento de Zaragoza

Get my booked appointments

get

Get open311 request on Ayuntamiento de Zaragoza

Get details of a specific Open311 request

get

Get open311 service on Ayuntamiento de Zaragoza

Get Open311 service definition

list

List agendas on Ayuntamiento de Zaragoza

List Cita Previa (Appointment) agendas

list

List open311 requests on Ayuntamiento de Zaragoza

List Open311 requests

list

List open311 services on Ayuntamiento de Zaragoza

List Open311 services (Quejas y Sugerencias)

list

List public maps on Ayuntamiento de Zaragoza

List collaborative public maps

list

List user maps on Ayuntamiento de Zaragoza

List collaborative maps for a specific user

query

Query dataset on Ayuntamiento de Zaragoza

Query a generic Zaragoza dataset (e.g., restaurante, monumento)

submit

Submit open311 request on Ayuntamiento de Zaragoza

Requires authentication credentials. Submit an Open311 request (Queja/Sugerencia)

Connect Ayuntamiento de Zaragoza to LlamaIndex via MCP

Follow these steps to wire Ayuntamiento de Zaragoza into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

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 17 tools from Ayuntamiento de Zaragoza

Why Use LlamaIndex with the Ayuntamiento de Zaragoza MCP Server

LlamaIndex provides unique advantages when paired with Ayuntamiento de Zaragoza through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine Ayuntamiento de Zaragoza tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain Ayuntamiento de Zaragoza tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query Ayuntamiento de Zaragoza, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what Ayuntamiento de Zaragoza tools were called, what data was returned, and how it influenced the final answer

Ayuntamiento de Zaragoza + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Ayuntamiento de Zaragoza MCP Server delivers measurable value.

Hybrid search: combine Ayuntamiento de Zaragoza real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query Ayuntamiento de Zaragoza 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 Ayuntamiento de Zaragoza for fresh data

Analytical workflows: chain Ayuntamiento de Zaragoza queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Ayuntamiento de Zaragoza in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Ayuntamiento de Zaragoza immediately.

"Search for monuments in Zaragoza named 'Goya'."

"Report a cleaning issue at Calle Mayor 10 using Open311."

"Check availability for an appointment in the 'Padron' agenda for tomorrow."

Troubleshooting Ayuntamiento de Zaragoza MCP Server with LlamaIndex

Common issues when connecting Ayuntamiento de Zaragoza to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Ayuntamiento de Zaragoza + LlamaIndex FAQ

Common questions about integrating Ayuntamiento de Zaragoza MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Ayuntamiento de Zaragoza tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.