NCDC Climate Data Online MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect NCDC Climate Data Online through the 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="NCDC Climate Data Online Assistant",
instructions=(
"You help users interact with NCDC Climate Data Online. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from NCDC Climate Data Online"
)
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 NCDC Climate Data Online MCP Server
Connect to the National Climatic Data Center (NCDC) API through your AI agent and explore a vast archive of authoritative historical weather and climate data using natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from NCDC Climate Data Online through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries NCDC Climate Data Online, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
What you can do
- Dataset Discovery — List and inspect available climate datasets like GHCND (Daily Summaries) and GSOD (Global Summary of the Day).
- Climate Records — Fetch actual data records for specific locations and date ranges, including temperature and precipitation.
- Station Lookup — Locate weather stations globally and retrieve their complete metadata and coverage info.
- Location Intelligence — Browse location categories and specific IDs (Cities, Countries, States) to filter your data queries.
- Categorical Analysis — List high-level data categories and specific types (Max Temp, Snowfall) available in the system.
- Temporal Flexibility — Access data classes ranging from hourly to monthly summaries.
The NCDC Climate Data Online MCP Server exposes 10 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 NCDC Climate Data Online to OpenAI Agents SDK via MCP
Follow these steps to integrate the NCDC Climate Data Online 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 10 tools from NCDC Climate Data Online
Why Use OpenAI Agents SDK with the NCDC Climate Data Online MCP Server
OpenAI Agents SDK provides unique advantages when paired with NCDC Climate Data Online 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
NCDC Climate Data Online + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the NCDC Climate Data Online MCP Server delivers measurable value.
Automated workflows: build agents that query NCDC Climate Data Online, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries NCDC Climate Data Online, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through NCDC Climate Data Online tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query NCDC Climate Data Online to resolve tickets, look up records, and update statuses without human intervention
NCDC Climate Data Online MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect NCDC Climate Data Online to OpenAI Agents SDK via MCP:
get_climate_data
Retrieve actual climate records
get_dataset
Get specific dataset details
get_station
Get specific station details
list_data_categories
g., Temperature, Precipitation). List data categories
list_data_classes
g., Hourly, Daily, Monthly). List data classes
list_data_types
g., Max Temperature, Snowfall). List specific data types
list_datasets
g., GHCND, GSOD). List NCDC climate datasets
list_location_categories
g., City, County, State, Country). List location categories
list_locations
List specific locations
list_stations
List weather stations
Example Prompts for NCDC Climate Data Online in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with NCDC Climate Data Online immediately.
"List all weather stations in the city of Asheville, NC."
"Get daily temperature data for station GHCND:USW00003812 for January 2023."
"What climate datasets are available for global daily summaries?"
Troubleshooting NCDC Climate Data Online MCP Server with OpenAI Agents SDK
Common issues when connecting NCDC Climate Data Online to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
NCDC Climate Data Online + OpenAI Agents SDK FAQ
Common questions about integrating NCDC Climate Data Online 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 NCDC Climate Data Online with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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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 NCDC Climate Data Online to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.