Bring Open Data
to LlamaIndex
Learn how to connect Gobierno Abierto Valencia to LlamaIndex 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 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.
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.
How it works
- Subscribe to this server
- Enter your Valencia Open Data API Key (if required for specific datasets)
- Start querying public data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Analysts — quickly find and inspect public datasets without manual browsing
- Developers — integrate real-time city data into applications by testing queries via AI
- Citizens & Researchers — explore municipal transparency data and public records through simple questions
Built-in capabilities (5)
List dataset groups (categories)
List all dataset names
Search for data within a specific resource
Get metadata for a specific dataset
Get metadata for a specific resource
Why LlamaIndex?
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.
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Data-first architecture: LlamaIndex agents combine Gobierno Abierto Valencia tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain Gobierno Abierto Valencia tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query Gobierno Abierto Valencia, a vector store, and a SQL database in a single turn and synthesize results
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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 in LlamaIndex
Gobierno Abierto Valencia and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Gobierno Abierto Valencia to LlamaIndex 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 Gobierno Abierto Valencia in LlamaIndex
The Gobierno Abierto Valencia 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 LlamaIndex 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
Gobierno Abierto Valencia for LlamaIndex
Every tool call from LlamaIndex to the Gobierno Abierto Valencia MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How do I search for specific records within a data file?
Use the search_datastore tool with the specific Resource ID. You can provide a search string q to filter the records and use limit or offset for pagination.
How can I see the metadata for a specific dataset?
Simply use the show_package tool and provide the name or ID of the dataset. The agent will return full metadata including descriptions, maintainers, and associated resources.
Can I list all the data categories available in the portal?
Yes! The list_groups tool returns all dataset groups or categories available in the Valencia Open Data portal, helping you browse by topic.
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.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp
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