Bring Open Data
to OpenAI Agents SDK
Learn how to connect Datos Abiertos Castilla-La Mancha to OpenAI Agents SDK and start using 5 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 Datos Abiertos Castilla-La Mancha MCP Server?
Connect to the Castilla-La Mancha Open Data portal and explore a wealth of public information from the Spanish region directly through your AI agent. This server allows you to navigate the official CKAN-based repository to find datasets related to economy, environment, health, and more.
What you can do
- Dataset Discovery — List all available datasets and browse through the portal's catalog using tags and identifiers.
- Metadata Inspection — Fetch detailed information about specific datasets, including descriptions, update frequency, and maintainers.
- Resource Access — Identify specific files (CSV, JSON, PDF) within a dataset and retrieve their direct access metadata.
- Data Querying — Search and filter records directly within tabular resources (CSV/Datastore) without downloading the entire file.
- Tag Navigation — Explore the organizational structure of the portal by listing all active tags and categories.
How it works
- Subscribe to this server
- Enter your API Key from the portal (optional for public data but recommended for higher limits)
- Start querying regional data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Analysts — quickly find and sample regional statistics for research or reporting.
- Developers — integrate public data sources into applications by testing queries through the AI.
- Citizens & Researchers — navigate complex public records using natural language instead of manual portal searches.
Built-in capabilities (5)
Get details for a specific dataset
Get details for a specific resource
List all datasets in the portal
List all tags in the portal
Search records within a datastore resource
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 5 tools from Datos Abiertos Castilla-La Mancha through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Datos Abiertos Castilla-La Mancha, 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
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First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Datos Abiertos Castilla-La Mancha in OpenAI Agents SDK
Datos Abiertos Castilla-La Mancha and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Datos Abiertos Castilla-La Mancha 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 Datos Abiertos Castilla-La Mancha in OpenAI Agents SDK
The Datos Abiertos Castilla-La Mancha 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 5 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
Datos Abiertos Castilla-La Mancha for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the Datos Abiertos Castilla-La Mancha MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I search for specific records inside a CSV file without downloading it?
Yes! Use the search_datastore tool with the Resource ID. You can apply filters and limits to query the data rows directly from the portal's internal database.
How do I find all available datasets in the portal?
Simply run the list_datasets tool. It will return a comprehensive list of dataset identifiers that you can then inspect further using get_dataset.
Can I see the categories or tags used to organize the data?
Yes, use the list_tags tool to retrieve all the keywords and categories used by the Castilla-La Mancha portal to classify their information.
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.
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