Can I get weather updates for a specific set of coordinates?

Yes! You can provide coordinates (latitude, longitude) in the `location` parameter for any tool to get hyper-local data for that exact point.

What timesteps are supported for weather forecasts?

Tomorrow.io supports `1m` (minute-by-minute), `1h` (hourly), and `1d` (daily) timesteps. Specify your preference in the `timesteps` parameter of the `get_weather_forecast` tool.

Does the air quality tool provide specific pollutant levels?

Yes, the `get_air_quality` tool retrieves data for various pollutants including PM2.5, PM10, O3, NO2, and CO, along with the overall Air Quality Index (AQI).

Tomorrow.io Extended MCP Server for Google ADK 5 tools — connect in under 2 minutes

Name: Tomorrow.io Extended
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 5 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Tomorrow.io Extended as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="tomorrowio_extended_agent",
    instruction=(
        "You help users interact with Tomorrow.io Extended "
        "using 5 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Tomorrow.io Extended MCP Server

Equip your AI agent with the world's most accurate weather intelligence via Tomorrow.io. This integration provides your agent with real-time access to hyper-local weather conditions, minute-by-minute forecasts, and deep atmospheric data. Your agent can instantly check the current temperature, audit historical trends, and monitor air quality levels without you ever touching a weather app. Whether you are planning logistics or managing outdoor operations, your agent acts as a dedicated meteorologist, ensuring your decisions are always guided by precise environmental data.

Google ADK natively supports Tomorrow.io Extended as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 5 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Realtime Conditions — Access current weather data including temperature, humidity, and wind speed for any location.
Forecast Auditing — Retrieve detailed weather forecasts with customizable timesteps (1m, 1h, 1d).
Historical Trends — Fetch recent weather history to analyze environmental patterns over the last 24 hours.
Air Quality Monitoring — Monitor pollution levels and air quality indices to ensure safe environmental conditions.
Weather Alerts — Stay updated on active weather warnings and alerts issued for specific geographic areas.

The Tomorrow.io Extended MCP Server exposes 5 tools through the Vinkius. Connect it to Google ADK 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 Tomorrow.io Extended to Google ADK via MCP

Follow these steps to integrate the Tomorrow.io Extended MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 5 tools from Tomorrow.io Extended via MCP

Why Use Google ADK with the Tomorrow.io Extended MCP Server

Google ADK provides unique advantages when paired with Tomorrow.io Extended through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Tomorrow.io Extended

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Tomorrow.io Extended tools with BigQuery, Vertex AI, and Cloud Functions

Tomorrow.io Extended + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Tomorrow.io Extended MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Tomorrow.io Extended and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Tomorrow.io Extended tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Tomorrow.io Extended regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Tomorrow.io Extended

Tomorrow.io Extended MCP Tools for Google ADK (5)

These 5 tools become available when you connect Tomorrow.io Extended to Google ADK via MCP:

get_air_quality

Get air quality data

get_realtime_weather

Get realtime weather data

get_recent_history

Get recent weather history

get_weather_forecast

Get weather forecast

list_weather_alerts

List weather alerts

Example Prompts for Tomorrow.io Extended in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Tomorrow.io Extended immediately.

"What's the current weather in London?"

"Give me the hourly forecast for San Francisco."

"How is the air quality in Beijing today?"

Troubleshooting Tomorrow.io Extended MCP Server with Google ADK

Common issues when connecting Tomorrow.io Extended to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Tomorrow.io Extended + Google ADK FAQ

Common questions about integrating Tomorrow.io Extended MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.