# How to integrate Geoapify MCP with Google ADK

```json
{
  "title": "How to integrate Geoapify MCP with Google ADK",
  "toolkit": "Geoapify",
  "toolkit_slug": "geoapify",
  "framework": "Google ADK",
  "framework_slug": "google-adk",
  "url": "https://composio.dev/toolkits/geoapify/framework/google-adk",
  "markdown_url": "https://composio.dev/toolkits/geoapify/framework/google-adk.md",
  "updated_at": "2026-05-12T10:12:46.064Z"
}
```

## Introduction

This guide walks you through connecting Geoapify to Google ADK using the Composio tool router. By the end, you'll have a working Geoapify agent that can find latitude and longitude for an address, suggest address completions as i type, show reachable area within 10 minutes driving through natural language commands.
This guide will help you understand how to give your Google ADK agent real control over a Geoapify account through Composio's Geoapify MCP server.
Before we dive in, let's take a quick look at the key ideas and tools involved.

## Also integrate Geoapify with

- [OpenAI Agents SDK](https://composio.dev/toolkits/geoapify/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/geoapify/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/geoapify/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/geoapify/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/geoapify/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/geoapify/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/geoapify/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/geoapify/framework/cli)
- [LangChain](https://composio.dev/toolkits/geoapify/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/geoapify/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/geoapify/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/geoapify/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/geoapify/framework/crew-ai)

## TL;DR

Here's what you'll learn:
- Get a Geoapify account set up and connected to Composio
- Install the Google ADK and Composio packages
- Create a Composio Tool Router session for Geoapify
- Build an agent that connects to Geoapify through MCP
- Interact with Geoapify using natural language

## What is Google ADK?

Google ADK (Agents Development Kit) is Google's framework for building AI agents powered by Gemini models. It provides tools for creating agents that can use external services through the Model Context Protocol.
Key features include:
- Gemini Integration: Native support for Google's Gemini models
- MCP Toolset: Built-in support for Model Context Protocol tools
- Streamable HTTP: Connect to external services through streamable HTTP
- CLI and Web UI: Run agents via command line or web interface

## What is the Geoapify MCP server, and what's possible with it?

The Geoapify MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Geoapify account. It provides structured and secure access to powerful location-based services, so your agent can perform actions like geocoding addresses, generating routes, fetching map tiles, and analyzing geographic data on your behalf.
- Address autocomplete and geocoding: Instantly convert partial or full addresses into geographic coordinates, or fetch smart suggestions to speed up location entry.
- Routing and reachability analysis: Generate routes, calculate reachable areas (isochrones/isodistances), and let your agent determine how far you can travel from a point within a set time or distance.
- IP-based geolocation: Look up the approximate location of any IP address to enrich user data, personalize experiences, or detect regions automatically.
- Map visualization and customization: Fetch custom-styled map tiles and create personalized marker icons for fully tailored map displays in your applications or reports.
- Boundary and geometry operations: Retrieve administrative boundaries for any place or coordinate, and perform advanced geometric operations like combining or intersecting polygons to analyze spatial relationships.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `GEOAPIFY_ADDRESS_AUTOCOMPLETE` | Address Autocomplete | Tool to fetch address suggestions based on partial input. Use when you need to get predictive suggestions from incomplete address text. |
| `GEOAPIFY_BATCH_REQUESTS` | Batch Requests | Create or retrieve asynchronous batch processing jobs for geocoding, reverse geocoding, routing, or isoline APIs. Use cases: - Batch geocode up to 1000 addresses at once (forward geocoding) - Batch reverse geocode multiple coordinates - Process multiple routing or isoline requests in one batch Workflow: 1. Create a job by providing 'api' and 'inputs' (returns job ID and status 'pending') 2. Poll the job by providing 'id' until status changes from 'pending' to complete (results available) |
| `GEOAPIFY_BOUNDARIES` | Get Boundaries Containing Location | Retrieve all administrative boundaries that contain a given location. Returns hierarchical boundaries (suburb, city, county, state, country) as GeoJSON features. Use this to find what administrative areas a coordinate belongs to, get boundary polygons for mapping, or identify postal codes and political districts for a location. |
| `GEOAPIFY_CREATE_BATCH_FORWARD_GEOCODE_JOB` | Create Batch Forward Geocode Job | Tool to create a batch forward geocoding job for up to 1000 addresses. Use when you need to geocode multiple addresses asynchronously. Returns a job ID for retrieving results once processing is complete. |
| `GEOAPIFY_CREATE_BATCH_REVERSE_GEOCODE_JOB` | Create Batch Reverse Geocode Job | Tool to create a batch reverse geocoding job that converts multiple lat/lon coordinates into addresses asynchronously. Use when you need to reverse geocode multiple coordinates (up to 1000) in one request. Returns a job ID for retrieving results. |
| `GEOAPIFY_FORWARD_GEOCODING` | Forward Geocoding | Tool to convert an address into geographic coordinates. Use when you need latitude and longitude from an address. |
| `GEOAPIFY_GEOMETRY` | Geometry Operation | Tool to perform geometric operations on stored polygon geometries. Use when combining or intersecting multiple stored geometries. |
| `GEOAPIFY_GET_BATCH_FORWARD_GEOCODE_RESULTS` | Get Batch Forward Geocode Results | Tool to retrieve batch forward geocoding job results using the job ID. Use when you need to fetch geocoded addresses from a previously submitted batch job. Results available in JSON or CSV format. Job must be complete (status 200) to get results. |
| `GEOAPIFY_GET_BATCH_REVERSE_GEOCODE_RESULTS` | Get Batch Reverse Geocode Results | Tool to retrieve batch reverse geocoding job results. Use when you have a batch job ID from creating a batch reverse geocoding job and want to fetch the completed results. |
| `GEOAPIFY_GET_BOUNDARIES_CONSISTS_OF` | Get Child Boundaries (Consists Of) | Get boundaries that a specified location consists of. Returns child administrative divisions (states for country, districts for city). Useful for drilling down into sub-regions. |
| `GEOAPIFY_GET_MAP_STYLE` | Get Map Style JSON | Tool to retrieve vector map style JSON for MapLibre GL and Mapbox GL. Returns a Mapbox-compatible style specification for rendering vector tiles. |
| `GEOAPIFY_GET_STATIC_MAP` | Generate Static Map Image | Tool to generate static map images with customizable style, size, center, zoom, markers, and geometries. Use when you need a map image for display or printing. |
| `GEOAPIFY_IP_GEOLOCATION` | IP Geolocation | Lookup geographic location information for an IP address. Returns city-level location data including country, region, city, coordinates, and additional metadata like currency and language. If no IP is provided, returns location for the caller's IP address. |
| `GEOAPIFY_ISOLINE` | Generate isoline (isochrone/isodistance) | Tool to generate isochrone or isodistance isolines. Use when visualizing reachable areas from a point; use `id` to poll ongoing calculations. |
| `GEOAPIFY_LIST_POSTCODES` | List Postcodes | Tool to list postcodes within a specified area or boundary. Use when you need to retrieve multiple postcodes in a geographic region using filters like circle, rectangle, or place ID. |
| `GEOAPIFY_MAP_MATCHING` | Map Matching | Snap GPS traces to the road network for accurate route reconstruction. Use this tool to: - Correct GPS drift and inaccuracies in recorded tracks - Align vehicle/cycling/walking traces to actual roads - Get road names and properties along the matched route - Calculate accurate distance and travel time from GPS data |
| `GEOAPIFY_MAP_TILES` | Fetch Geoapify Map Tiles | Tool to fetch raster map tiles or style JSON from Geoapify. Use when rendering custom maps with specific styles. |
| `GEOAPIFY_MARKER_ICON` | Create Marker Icon | Generate custom map marker icons as PNG images. Creates customizable marker icons for use in mapping applications (Leaflet, MapLibre GL, Google Maps, etc.). Supports multiple styles (material, circle, plain), custom colors, icons from Material Design and Font Awesome libraries, or custom text/numbers. Example use cases: - Create a red location pin with a star icon - Generate numbered markers (1, 2, 3...) for route waypoints - Create custom-colored markers matching your brand |
| `GEOAPIFY_PLACE_DETAILS` | Place Details | Tool to retrieve detailed information about a specific place. Use when you have a place ID or coordinates and need comprehensive metadata. |
| `GEOAPIFY_PLACES` | Places Search | Search for points of interest (POIs) like restaurants, hotels, attractions, hospitals, etc. within a geographic area. Use this tool when you need to find places by category near a location. You must provide either a 'filter' (to search within a bounded area) or 'bias' (to rank results by proximity to a point). Common use cases: - Find restaurants near a location: categories=['catering.restaurant'], bias='proximity:lon,lat' - Search for hotels in a city area: categories=['accommodation.hotel'], filter='circle:lon,lat,5000' - Find wheelchair-accessible attractions: categories=['tourism.attraction'], conditions=['wheelchair'] |
| `GEOAPIFY_POSTCODE` | Postcode Search | Tool to retrieve postcode information for a location. Use when you need to fetch postcode details based on a given postcode or geographic coordinates. |
| `GEOAPIFY_REVERSE_GEOCODING` | Reverse Geocoding | Tool to reverse geocode coordinates into a structured address. Use when converting lat/lon to human-readable addresses. |
| `GEOAPIFY_ROUTE_MATRIX` | Route Matrix | Tool to compute travel time and distance matrices. Use when you need durations and distances between multiple origin and destination pairs. |
| `GEOAPIFY_ROUTE_PLANNER` | Route Planner | Optimize multi-agent routes for deliveries, pickups, and service jobs. Solves Vehicle Routing Problems (VRP) including: Travelling Salesman (TSP), Capacitated VRP, VRP with Time Windows, and Pickup-Delivery problems. Required: Either 'jobs' (one-way tasks) or 'shipments' (pickup-delivery pairs). Coordinates: Use [longitude, latitude] format (not lat/lon). |
| `GEOAPIFY_ROUTING` | Routing | Tool to calculate routes between multiple waypoints. Use when you need both distance, time, and turn-by-turn directions for two or more coordinates. |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

The Geoapify MCP server is an implementation of the Model Context Protocol that connects your AI agent to Geoapify. It provides structured and secure access so your agent can perform Geoapify operations on your behalf through a secure, permission-based interface.
With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster.

## Step-by-step Guide

### 1. Prerequisites

Before starting, make sure you have:
- A Google API key for Gemini models
- A Composio account and API key
- Python 3.9 or later installed
- Basic familiarity with Python

### 1. Getting API Keys for Google and Composio

Google API Key
- Go to [Google AI Studio](https://aistudio.google.com/app/apikey) and create an API key.
- Copy the key and keep it safe. You will put this in GOOGLE_API_KEY.
Composio API Key and User ID
- Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs).
- Go to Settings → API Keys and copy your Composio API key. Use this for COMPOSIO_API_KEY.
- Decide on a stable user identifier to scope sessions, often your email or a user ID. Use this for COMPOSIO_USER_ID.

### 2. Install dependencies

Inside your virtual environment, install the required packages.
What's happening:
- google-adk is Google's Agents Development Kit
- composio connects your agent to Geoapify via MCP
- python-dotenv loads environment variables
```bash
pip install google-adk composio python-dotenv
```

### 3. Set up ADK project

Set up a new Google ADK project.
What's happening:
- This creates an agent folder with a root agent file and .env file
```bash
adk create my_agent
```

### 4. Set environment variables

Save all your credentials in the .env file.
What's happening:
- GOOGLE_API_KEY authenticates with Google's Gemini models
- COMPOSIO_API_KEY authenticates with Composio
- COMPOSIO_USER_ID identifies the user for session management
```bash
GOOGLE_API_KEY=your-google-api-key
COMPOSIO_API_KEY=your-composio-api-key
COMPOSIO_USER_ID=your-user-id-or-email
```

### 5. Import modules and validate environment

What's happening:
- os reads environment variables
- Composio is the main Composio SDK client
- GoogleProvider declares that you are using Google ADK as the agent runtime
- Agent is the Google ADK LLM agent class
- McpToolset lets the ADK agent call MCP tools over HTTP
```python
import os
import warnings

from composio import Composio
from dotenv import load_dotenv
from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset

load_dotenv()

warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*")

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")
```

### 6. Create Composio client and Tool Router session

What's happening:
- Authenticates to Composio with your API key
- Declares Google ADK as the provider
- Spins up a short-lived MCP endpoint for your user and selected toolkit
- Stores the MCP HTTP URL for the ADK MCP integration
```python
composio_client = Composio(api_key=COMPOSIO_API_KEY)

composio_session = composio_client.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["geoapify"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url,
print(f"Composio MCP URL: {COMPOSIO_MCP_URL}")
```

### 7. Set up the McpToolset and create the Agent

What's happening:
- Connects the ADK agent to the Composio MCP endpoint through McpToolset
- Uses Gemini as the model powering the agent
- Lists exact tool names in instruction to reduce misnamed tool calls
```python
composio_toolset = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url=COMPOSIO_MCP_URL,
        headers={"x-api-key": COMPOSIO_API_KEY}
    )
)

root_agent = Agent(
    model="gemini-2.5-flash",
    name="composio_agent",
    description="An agent that uses Composio tools to perform actions.",
    instruction=(
        "You are a helpful assistant connected to Composio. "
        "You have the following tools available: "
        "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, "
        "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. "
        "Use these tools to help users with Geoapify operations."
    ),
    tools=[composio_toolset],
)

print("\nAgent setup complete. You can now run this agent directly ;)")
```

### 8. Run the agent

Execute the agent from the project root. The web command opens a web portal where you can chat with the agent.
What's happening:
- adk run runs the agent in CLI mode
- adk web . opens a web UI for interactive testing
```bash
# Run in CLI mode
adk run my_agent

# Or run in web UI mode
adk web
```

## Complete Code

```python
import os
import warnings

from composio import Composio
from composio_google import GoogleProvider
from dotenv import load_dotenv
from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset

load_dotenv()
warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*")

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")

composio_client = Composio(api_key=COMPOSIO_API_KEY, provider=GoogleProvider())

composio_session = composio_client.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["geoapify"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url


composio_toolset = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url=COMPOSIO_MCP_URL,
        headers={"x-api-key": COMPOSIO_API_KEY}
    )
)

root_agent = Agent(
    model="gemini-2.5-flash",
    name="composio_agent",
    description="An agent that uses Composio tools to perform actions.",
    instruction=(
        "You are a helpful assistant connected to Composio. "
        "You have the following tools available: "
        "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, "
        "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. "
        "Use these tools to help users with Geoapify operations."
    ),  
    tools=[composio_toolset],
)

print("\nAgent setup complete. You can now run this agent directly ;)")
```

## Conclusion

You've successfully integrated Geoapify with the Google ADK through Composio's MCP Tool Router. Your agent can now interact with Geoapify using natural language commands.
Key takeaways:
- The Tool Router approach dynamically routes requests to the appropriate Geoapify tools
- Environment variables keep your credentials secure and separate from code
- Clear agent instructions reduce tool calling errors
- The ADK web UI provides an interactive interface for testing and development
You can extend this setup by adding more toolkits to the toolkits array in your session configuration.

## How to build Geoapify MCP Agent with another framework

- [OpenAI Agents SDK](https://composio.dev/toolkits/geoapify/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/geoapify/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/geoapify/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/geoapify/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/geoapify/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/geoapify/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/geoapify/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/geoapify/framework/cli)
- [LangChain](https://composio.dev/toolkits/geoapify/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/geoapify/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/geoapify/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/geoapify/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/geoapify/framework/crew-ai)

## Related Toolkits

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- [Ambee](https://composio.dev/toolkits/ambee) - Ambee is an environmental data platform providing real-time, hyperlocal APIs for air quality, weather, and pollen. Get precise environmental insights to power smarter decisions in your apps and workflows.
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- [Anonyflow](https://composio.dev/toolkits/anonyflow) - Anonyflow is a service for encryption-based data anonymization and secure data sharing. It helps organizations meet GDPR, CCPA, and HIPAA data privacy compliance requirements.
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- [Api sports](https://composio.dev/toolkits/api_sports) - Api sports is a comprehensive sports data platform covering 2,000+ competitions with live scores and 15+ years of stats. Instantly access up-to-date sports information for analysis, apps, or chatbots.
- [Apify](https://composio.dev/toolkits/apify) - Apify is a cloud platform for building, deploying, and managing web scraping and automation tools called Actors. It lets you automate data extraction and workflow tasks at scale—no infrastructure headaches.
- [Autom](https://composio.dev/toolkits/autom) - Autom is a lightning-fast search engine results data platform for Google, Bing, and Brave. Developers use it to access fresh, low-latency SERP data on demand.
- [Beaconchain](https://composio.dev/toolkits/beaconchain) - Beaconchain is a real-time analytics platform for Ethereum 2.0's Beacon Chain. It provides detailed insights into validators, blocks, and overall network performance.
- [Big data cloud](https://composio.dev/toolkits/big_data_cloud) - BigDataCloud provides APIs for geolocation, reverse geocoding, and address validation. Instantly access reliable location intelligence to enhance your applications and workflows.
- [Bigpicture io](https://composio.dev/toolkits/bigpicture_io) - BigPicture.io offers APIs for accessing detailed company and profile data. Instantly enrich your applications with up-to-date insights on 20M+ businesses.
- [Bitquery](https://composio.dev/toolkits/bitquery) - Bitquery is a blockchain data platform offering indexed, real-time, and historical data from 40+ blockchains via GraphQL APIs. Get unified, reliable access to complex on-chain data for analytics, trading, and research.
- [Brightdata](https://composio.dev/toolkits/brightdata) - Brightdata is a leading web data platform offering advanced scraping, SERP APIs, and anti-bot tools. It lets you collect public web data at scale, bypassing blocks and friction.
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- [Byteforms](https://composio.dev/toolkits/byteforms) - Byteforms is an all-in-one platform for creating forms, managing submissions, and integrating data. It streamlines workflows by centralizing form data collection and automation.
- [Cabinpanda](https://composio.dev/toolkits/cabinpanda) - Cabinpanda is a data collection platform for building and managing online forms. It helps streamline how you gather, organize, and analyze responses.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Geoapify MCP?

With a standalone Geoapify MCP server, the agents and LLMs can only access a fixed set of Geoapify tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Geoapify and many other apps based on the task at hand, all through a single MCP endpoint.

### Can I use Tool Router MCP with Google ADK?

Yes, you can. Google ADK fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Geoapify tools.

### Can I manage the permissions and scopes for Geoapify while using Tool Router?

Yes, absolutely. You can configure which Geoapify scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

### How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Geoapify data and credentials are handled as safely as possible.

---
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