Bring Andalucia
to OpenAI Agents SDK
Learn how to connect Junta de Andalucía (Portal) to OpenAI Agents SDK and start using 6 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Junta de Andalucía (Portal) MCP Server?
Connect to the Junta de Andalucía Open Data Portal to query and analyze public information from the Andalusian government through natural language.
What you can do
- Dataset Discovery — List all available packages and datasets published in the portal to find relevant public information.
- Metadata Inspection — Retrieve detailed metadata for specific datasets and resources, including descriptions, formats, and update frequencies.
- Deep Data Search — Use the Datastore search capabilities to query content within specific resources using full-text search and filters.
- Organizational Mapping — List all publishing organizations and groups (categories) to understand the structure of public data in the region.
- Resource Analysis — Inspect individual files (resources) within datasets to get direct access links and technical specifications.
How it works
- Subscribe to this server
- (Optional) Enter your Portal API Key for higher rate limits
- Start querying Andalusian public data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Analysts & Researchers — quickly find and inspect public datasets for socio-economic or environmental studies.
- Developers — retrieve resource IDs and metadata to integrate public data into applications without manual browsing.
- Citizens & Journalists — explore government transparency records and public statistics through simple conversation.
Built-in capabilities (6)
Get metadata for a specific dataset
Get metadata for a specific resource (file)
List all groups (categories)
List all publishing organizations
List all dataset names in the portal
Search for data within a specific resource
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 6 tools from Junta de Andalucía (Portal) through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Junta de Andalucía (Portal), another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
- —
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Junta de Andalucía (Portal) in OpenAI Agents SDK
Junta de Andalucía (Portal) and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Junta de Andalucía (Portal) to OpenAI Agents SDK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Junta de Andalucía (Portal) in OpenAI Agents SDK
The Junta de Andalucía (Portal) 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. All 6 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in OpenAI Agents SDK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Junta de Andalucía (Portal) for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the Junta de Andalucía (Portal) MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How can I search for specific information inside a dataset's file?
Use the search_datastore tool with the specific resource_id. You can provide a query string q to filter the rows and find exactly what you need within the data table.
Can I see which government department published a specific dataset?
Yes. You can use list_organizations to see all publishers or use get_package with the dataset ID to see the specific organization responsible for that data.
Is an API key mandatory to use this server?
No, the API key is optional. Most data on the Junta de Andalucía portal is public. However, providing a key via the JUNTA_API_KEY credential may help avoid rate limits during intensive usage.
How does the OpenAI Agents SDK connect to MCP?
Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
Explore More MCP Servers
View all →
Better Stack
10 toolsAutomate incident management via Better Stack — monitor uptime, manage incidents, and control on-call schedules securely from your AI agent.
Salesforce Analytics & SOQL
6 toolsRun SOQL queries, execute reports, view dashboards, and analyze CRM data in real-time through natural conversation.
Microsoft Ads
10 toolsConnect Microsoft Ads to any AI agent via MCP.
Odoo Sales
8 toolsCreate quotations, confirm sales orders, manage products and pricelists — Odoo Sales pipeline through natural conversation.