Gobierno Abierto Valencia MCP Server for LlamaIndexGive LlamaIndex instant access to 5 tools to List Groups, List Packages, Search Datastore, and more

Name: Gobierno Abierto Valencia
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Gobierno Abierto Valencia 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 Gobierno Abierto Valencia MCP Server for LlamaIndex is a standout in the Knowledge Management category — giving your AI agent 5 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 Gobierno Abierto Valencia. "
            "You have 5 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Gobierno Abierto Valencia?"
    )
    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 Gobierno Abierto Valencia MCP Server

Connect to the Valencia Open Data portal (Gobierno Abierto) to explore public datasets, groups, and specific resource data through natural conversation.

LlamaIndex agents combine Gobierno Abierto Valencia tool responses with indexed documents for comprehensive, grounded answers. Connect 5 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

Datasets & Packages — List all available public datasets and fetch detailed metadata for specific ones using their name or ID.
Resource Inspection — Access specific file metadata, formats, and descriptions within a dataset to understand the available data structures.
Data Search — Query actual records inside a resource's datastore with powerful filtering, search queries, and pagination.
Categories & Groups — Browse datasets by organizational groups or thematic categories to find relevant information faster.

The Gobierno Abierto Valencia MCP Server exposes 5 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 5 Gobierno Abierto Valencia tools available for LlamaIndex

When LlamaIndex connects to Gobierno Abierto Valencia through Vinkius, your AI agent gets direct access to every tool listed below — spanning open-data, municipal-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.

list

List groups on Gobierno Abierto Valencia

List dataset groups (categories)

list

List packages on Gobierno Abierto Valencia

List all dataset names

Search datastore on Gobierno Abierto Valencia

Search for data within a specific resource

show

Show package on Gobierno Abierto Valencia

Get metadata for a specific dataset

show

Show resource on Gobierno Abierto Valencia

Get metadata for a specific resource

Connect Gobierno Abierto Valencia to LlamaIndex via MCP

Follow these steps to wire Gobierno Abierto Valencia 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 5 tools from Gobierno Abierto Valencia

Why Use LlamaIndex with the Gobierno Abierto Valencia MCP Server

LlamaIndex provides unique advantages when paired with Gobierno Abierto Valencia through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine Gobierno Abierto Valencia tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain Gobierno Abierto Valencia tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query Gobierno Abierto Valencia, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what Gobierno Abierto Valencia tools were called, what data was returned, and how it influenced the final answer

Gobierno Abierto Valencia + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Gobierno Abierto Valencia MCP Server delivers measurable value.

Hybrid search: combine Gobierno Abierto Valencia real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query Gobierno Abierto Valencia 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 Gobierno Abierto Valencia for fresh data

Analytical workflows: chain Gobierno Abierto Valencia queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Gobierno Abierto Valencia in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Gobierno Abierto Valencia immediately.

"List all available datasets in the Valencia portal."

"Search for 'bicis' records in resource ID 456."

"Show me the details for the dataset 'EMT Valencia'."

Troubleshooting Gobierno Abierto Valencia MCP Server with LlamaIndex

Common issues when connecting Gobierno Abierto Valencia to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Gobierno Abierto Valencia + LlamaIndex FAQ

Common questions about integrating Gobierno Abierto Valencia 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 Gobierno Abierto Valencia tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.