Data.gov MCP Server for OpenAI Agents SDK 13 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Data.gov through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Data.gov Assistant",
instructions=(
"You help users interact with Data.gov. "
"You have access to 13 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Data.gov"
)
print(result.final_output)
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 Data.gov MCP Server
Connect to Data.gov and explore the US government's open data catalog through natural conversation — no API key needed.
The OpenAI Agents SDK auto-discovers all 13 tools from Data.gov through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Data.gov, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Dataset Search — Search 300,000+ federal datasets by keyword, organization, tags and topic
- Dataset Details — Get full metadata including descriptions, resource downloads, licenses and data dictionaries
- Browse Organizations — Explore all federal agencies publishing open data (NASA, USDA, EPA, NOAA, Census Bureau, etc.)
- Browse by Topic — Discover datasets organized by topic: agriculture, climate, education, health, finance, public safety
- Browse by Tags — Find datasets by popular tags and categories
- Resource Formats — Discover available download formats (CSV, JSON, XML, Shapefile, GeoJSON, PDF)
The Data.gov MCP Server exposes 13 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Data.gov to OpenAI Agents SDK via MCP
Follow these steps to integrate the Data.gov MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 13 tools from Data.gov
Why Use OpenAI Agents SDK with the Data.gov MCP Server
OpenAI Agents SDK provides unique advantages when paired with Data.gov through the Model Context Protocol.
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
Data.gov + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Data.gov MCP Server delivers measurable value.
Automated workflows: build agents that query Data.gov, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Data.gov, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Data.gov tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Data.gov to resolve tickets, look up records, and update statuses without human intervention
Data.gov MCP Tools for OpenAI Agents SDK (13)
These 13 tools become available when you connect Data.gov to OpenAI Agents SDK via MCP:
get_dataset
gov dataset by its ID or name. Returns full description, organization, tags, resource list (downloadable files), metadata dates, license info and data dictionary. Get detailed info for a specific dataset
get_group
Returns group name, description, image URL and published datasets (optional). Common groups: "agriculture", "climate", "education", "health", "finance", "public-safety". Get details for a specific topic group
get_group_datasets
Returns dataset titles, descriptions, organizations and download links. Get all datasets in a specific topic group
get_organization
gov. Returns organization name, description, contact info, image URL and published datasets (optional). Get details for a specific organization
get_organization_datasets
Returns dataset titles, descriptions, resource counts and download links. Get all datasets published by an organization
get_status
gov API including total counts of datasets, organizations, groups and tags. Get Data.gov API status and statistics
get_tag
Returns tag name, dataset count and associated datasets (up to 20). Get details for a specific tag
get_tag_datasets
Returns dataset titles, descriptions, organizations and download links. Get all datasets with a specific tag
list_groups
gov (e.g. agriculture, climate, education, health, finance). Returns group names, descriptions, image URLs and dataset counts. List all topic groups on Data.gov
list_organizations
gov. Returns organization names, descriptions, dataset counts, logos and contact info. List all organizations publishing data on Data.gov
list_resource_formats
). Useful for filtering datasets by preferred format. List all data formats available in Data.gov resources
list_tags
gov datasets. Returns tag names, dataset counts and display names. Useful for discovering common topics and filtering searches. List all tags used to categorize datasets
search_datasets
gov catalog of US federal government open datasets. Supports free-text search and filtering by organization, tags, groups. Returns dataset titles, descriptions, organizations, resource counts, tags and download links. Sort options include "metadata_modified desc" (recent), "views_recent desc" (popular). Search US government open data datasets
Example Prompts for Data.gov in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Data.gov immediately.
"Search for climate change datasets."
"What datasets does NASA publish?"
"Find education datasets about student performance."
Troubleshooting Data.gov MCP Server with OpenAI Agents SDK
Common issues when connecting Data.gov to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Data.gov + OpenAI Agents SDK FAQ
Common questions about integrating Data.gov MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
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?
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?
Connect Data.gov with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Data.gov to OpenAI Agents SDK
Get your token, paste the configuration, and start using 13 tools in under 2 minutes. No API key management needed.