How to Use the Gobierno Abierto Valencia MCP in AutoGen

Q: How do I configure AutoGen to use the Gobierno Abierto Valencia MCP Server?

Install the extension using pip install -U "autogen-extmcp". Use mcpservertools with the MCP Server URL to load the tools, then pass that list directly to your AssistantAgent constructor.

Q: How do AutoGen agents handle errors from the Gobierno Abierto Valencia portal?

If a tool like searchdatastore fails due to a bad query, your critic agent can analyze the error message. It will then instruct the researcher agent to run showresource to check the correct field names and try again.

Let your AutoGen agents debate and analyze Valencia's public datasets with real-time data access.

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Create your Vinkius account to connect Gobierno Abierto Valencia to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Gobierno Abierto Valencia with AutoGen

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Coordinate multi-agent research on Valencia's data

The `list_packages` tool provides your AutoGen planning agent with a complete list of available datasets from Valencia. The planner can then assign specific datasets to researcher agents for deeper investigation. By using `list_groups` alongside it, your agents can divide the work by municipal categories like transit or budget. One agent can focus on environmental data while another pulls financial records, coordinating their findings in a single conversation.

Verify dataset schemas through MCP Server tools

The `show_package` tool gives your analyst agent the metadata needed to understand a dataset's structure. Before writing any data-processing code, the agent verifies the fields and types to avoid runtime errors. Your code-generation agent can then use `show_resource` to inspect individual file links. This multi-agent verification loop ensures that the code written to parse Valencia's data is accurate and matches the live API structure.

Query live municipal records during agent debates

The `search_datastore` tool allows your agents to query actual records within Valencia's databases. When agents debate public policies or trends, they can pull real-time data to back up their arguments. A critic agent can challenge a conclusion by demanding a fresh query of the datastore. The researcher agent executes the query, retrieves the latest rows, and presents the evidence to resolve the debate.

Setup guide

Set up Gobierno Abierto Valencia MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Gobierno Abierto Valencia tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Gobierno Abierto Valencia_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Gobierno Abierto Valencia data")
print(result.messages[-1].content)

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Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Gobierno Abierto Valencia_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Gobierno Abierto Valencia data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Gobierno Abierto Valencia. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Gobierno Abierto Valencia MCP in AutoGen

Install the extension using `pip install -U "autogen-ext[mcp]"`. Use `mcp_server_tools` with the MCP Server URL to load the tools, then pass that list directly to your `AssistantAgent` constructor.

Yes, you can register the tools with multiple agents in your group chat. For example, a research agent can use `search_datastore` while a supervisor agent uses `show_package` to verify the schema.

If a tool like `search_datastore` fails due to a bad query, your critic agent can analyze the error message. It will then instruct the researcher agent to run `show_resource` to check the correct field names and try again.

Yes, the adapter supports standard transports, allowing your agents to stream tool execution results. You can watch your agents call `list_packages` and process the data in real time.

This server only interacts with public municipal records and open datasets published by the city of Valencia. No private user data is ever exposed, and Vinkius's MCP sandbox keeps your AutoGen agent conversations and API keys secure.

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