Ayuntamiento de Zaragoza MCP Server for LangChainGive LangChain 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

GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect Ayuntamiento de Zaragoza through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

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The Ayuntamiento de Zaragoza MCP Server for LangChain is a standout in the Data Management category — giving your AI agent 17 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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VS Code

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+ other MCP clients

python

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({
        "ayuntamiento-de-zaragoza": {
            "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 Ayuntamiento de Zaragoza, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

LangChain's ecosystem of 500+ components combines seamlessly with Ayuntamiento de Zaragoza through native MCP adapters. Connect 17 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

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 LangChain 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 LangChain

When LangChain 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 LangChain via MCP

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

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 17 tools from Ayuntamiento de Zaragoza via MCP

Why Use LangChain with the Ayuntamiento de Zaragoza MCP Server

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

The largest ecosystem of integrations, chains, and agents. combine Ayuntamiento de Zaragoza 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 Ayuntamiento de Zaragoza queries for multi-turn workflows

Ayuntamiento de Zaragoza + LangChain Use Cases

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

RAG with live data: combine Ayuntamiento de Zaragoza tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Ayuntamiento de Zaragoza, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Ayuntamiento de Zaragoza tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Ayuntamiento de Zaragoza tool call, measure latency, and optimize your agent's performance

Example Prompts for Ayuntamiento de Zaragoza in LangChain

Ready-to-use prompts you can give your LangChain 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 LangChain

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

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Ayuntamiento de Zaragoza + LangChain FAQ

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

How does LangChain connect to MCP servers?

Use 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?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.