Gobierno Abierto Valencia MCP Server for LangChainGive LangChain instant access to 5 tools to List Groups, List Packages, Search Datastore, and more
GDPR Free for SubscribersLangChain is the leading Python framework for composable LLM applications. Connect Gobierno Abierto Valencia through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this MCP Server for LangChain
The Gobierno Abierto Valencia MCP Server for LangChain is a standout in the Knowledge Management category — giving your AI agent 5 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport 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({
"gobierno-abierto-valencia": {
"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 Gobierno Abierto Valencia, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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 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.
LangChain's ecosystem of 500+ components combines seamlessly with Gobierno Abierto Valencia through native MCP adapters. Connect 5 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
- 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 LangChain 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 LangChain
When LangChain 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 groups on Gobierno Abierto Valencia
List dataset groups (categories)
List packages on Gobierno Abierto Valencia
List all dataset names
Search datastore on Gobierno Abierto Valencia
Search for data within a specific resource
Show package on Gobierno Abierto Valencia
Get metadata for a specific dataset
Show resource on Gobierno Abierto Valencia
Get metadata for a specific resource
Connect Gobierno Abierto Valencia to LangChain via MCP
Follow these steps to wire Gobierno Abierto Valencia into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Gobierno Abierto Valencia MCP Server
LangChain provides unique advantages when paired with Gobierno Abierto Valencia through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Gobierno Abierto Valencia 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 Gobierno Abierto Valencia queries for multi-turn workflows
Gobierno Abierto Valencia + LangChain Use Cases
Practical scenarios where LangChain combined with the Gobierno Abierto Valencia MCP Server delivers measurable value.
RAG with live data: combine Gobierno Abierto Valencia tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Gobierno Abierto Valencia, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Gobierno Abierto Valencia tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Gobierno Abierto Valencia tool call, measure latency, and optimize your agent's performance
Example Prompts for Gobierno Abierto Valencia in LangChain
Ready-to-use prompts you can give your LangChain 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 LangChain
Common issues when connecting Gobierno Abierto Valencia to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersGobierno Abierto Valencia + LangChain FAQ
Common questions about integrating Gobierno Abierto Valencia MCP Server with LangChain.
How does LangChain connect to MCP servers?
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?
Can I trace MCP tool calls in LangSmith?
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