Can I automatically list all aircraft in my DJI fleet?

Yes! Use the `list_aircraft` tool. Your agent will retrieve a complete list of all registered drones in your account, including their model names and current firmware versions.

How do I monitor the health status of a specific drone?

Use the `get_device_health` tool with the aircraft serial number. The agent will return real-time health metrics, battery status, and any active error codes from the DJI platform.

Can I retrieve telemetry logs from past missions?

Yes! Use the `get_flight_logs` tool. Your agent will fetch detailed historical flight data, including GPS coordinates, altitude, and velocity profiles for any recorded mission.

DJI Developer MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: DJI Developer
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add DJI Developer 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

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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="dji_developer_agent",
    instruction=(
        "You help users interact with DJI Developer "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

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IAMAccess control

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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 DJI Developer MCP Server

Connect your AI agents to the DJI Developer Platform, the industry standard for unmanned aerial systems (UAS). This MCP provides 10 tools to manage enterprise drone fleets, monitor real-time telemetry logs, and orchestrate firmware lifecycle management for aircraft and payloads.

Google ADK natively supports DJI Developer as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 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

Fleet Monitoring — List registered aircraft and payloads to track operational readiness and hardware versions
Flight Orchestration — Retrieve detailed flight logs and telemetry data for post-mission analysis and compliance
Hardware Intelligence — Get granular health reports and technical specifications for any device in your DJI ecosystem
Firmware Lifecycle — Check for latest firmware releases and monitor the progress of remote updates programmatically
Resource Management — Manage organization structures and retrieve pilot profiles linked to your developer account

The DJI Developer MCP Server exposes 10 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 DJI Developer to Google ADK via MCP

Follow these steps to integrate the DJI Developer 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 10 tools from DJI Developer via MCP

Why Use Google ADK with the DJI Developer MCP Server

Google ADK provides unique advantages when paired with DJI Developer 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 DJI Developer

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 DJI Developer tools with BigQuery, Vertex AI, and Cloud Functions

DJI Developer + Google ADK Use Cases

Practical scenarios where Google ADK combined with the DJI Developer MCP Server delivers measurable value.

Enterprise data agents: ADK agents query DJI Developer and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine DJI Developer tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query DJI Developer regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including DJI Developer

DJI Developer MCP Tools for Google ADK (10)

These 10 tools become available when you connect DJI Developer to Google ADK via MCP:

create_mission

Create a new flight mission for a drone or dock

get_device_osd

Retrieve real-time flight data (OSD)

get_device_status

Get the online status and basic state of a drone

get_firmware_info

Check firmware versions for a device

get_hms_stats

Retrieve health management system (HMS) alerts

get_media_upload_url

Request a cloud storage upload URL for media

get_mission_status

Check the progress of an active flight mission

list_devices

List all drones and docks bound to your account

list_media_files

List photos and videos captured by a drone

list_waylines

List available flight wayline files

Example Prompts for DJI Developer in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with DJI Developer immediately.

"List all aircraft in my DJI fleet and show their firmware versions."

"What is the health status of aircraft SN 'DJI_SN_12345'?"

"Show me the last flight log for the Mavic 3 Enterprise."

Troubleshooting DJI Developer MCP Server with Google ADK

Common issues when connecting DJI Developer to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

DJI Developer + Google ADK FAQ

Common questions about integrating DJI Developer 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.