How to Use the GBIF MCP in Google ADK

Q: How do I restrict the tools available to my Google ADK agent?

You can use the toolnames filter in your toolset configuration. This lets you expose only the specific GBIF tools your agent actually needs for its current assessment mission.

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Connect GBIF MCP to Google ADK

Create your Vinkius account to connect GBIF to Google ADK 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 GBIF with Google ADK

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Map species distribution via Google ADK

Use `get_gbif_occurrences` to retrieve precise observation points for any species. Your agent can feed these coordinates directly into BigQuery for spatial analysis or overlay them on your existing map layers. It removes the friction of manual data collection. You get the raw evidence required to assess habitat impacts before your infrastructure team even breaks ground.

Standardize species data inside Google ADK

The `search_gbif_species` tool identifies exact scientific classifications from common names. This allows your Google ADK agent to normalize incoming data inputs against the official GBIF taxonomic backbone. This prevents taxonomic drift in your enterprise models. Your agent will always query using the correct identifier, ensuring your biodiversity reports remain scientifically sound.

Fetch biological metadata for Google ADK workflows

Call `get_gbif_species` to retrieve complete taxonomic hierarchies and status codes. This provides the granular detail needed for your agent to make informed decisions about conservation status or species rarity. It fills in the blanks for your automated pipelines. Your agent gets the exact kingdom, class, and order data it needs to trigger specific compliance workflows.

Setup guide

Set up GBIF MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with GBIF tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="GBIF_agent",
    model="gemini-2.0-flash",
    instruction="You have access to GBIF tools via MCP.",
    tools=mcp_tools,
)

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Common questions about GBIF MCP in Google ADK

The tools are designed for fast, direct API access. Your Google ADK agent will fetch data as quickly as the network allows, making it suitable for high-speed environmental assessment tasks.

You can use the tool_names filter in your toolset configuration. This lets you expose only the specific GBIF tools your agent actually needs for its current assessment mission.

Absolutely. The server provides access to 2.4 billion records. Whether you are tracking a single species or running a massive survey, your Google ADK agent can handle the full taxonomic scope.

The server returns raw WGS84 coordinates. You can pipe these straight into your Google Cloud infrastructure to visualize species density near your project sites.

The server uses a standard HTTP transport to reach public biodiversity records. No credentials or private keys from your Google ADK setup are transmitted to the external database.

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