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Alpaca Trading MCP Server for Google ADKGive Google ADK instant access to 14 tools to Create Broker Account, Create Order, Delete All Orders, and more

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

Ask AI about this MCP Server for Google ADK

The Alpaca Trading MCP Server for Google ADK is a standout in the Money Moves category — giving your AI agent 14 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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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="alpaca_trading_agent",
    instruction=(
        "You help users interact with Alpaca Trading "
        "using 14 available tools."
    ),
    tools=[mcp_tools],
)
Alpaca Trading
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 Alpaca Trading MCP Server

Connect your Alpaca Markets account to your AI agent to automate trading strategies and monitor market movements through natural language.

Google ADK natively supports Alpaca Trading as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 14 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

  • Order Execution — Place market, limit, or stop orders for stocks and crypto assets using create_order and manage them with delete_all_orders.
  • Market Intelligence — Retrieve historical bars, latest quotes, and trade data for stocks and crypto using tools like get_stocks_bars and get_latest_stocks_quotes.
  • Order Tracking — Query your order history with advanced filters like status, symbols, and timeframes via get_orders.
  • Account Management — Check your broker account details and update configurations such as fractional trading or shorting permissions with update_account_configs.
  • Asset Discovery — List available assets and their trading status directly from the Alpaca exchange.

The Alpaca Trading MCP Server exposes 14 tools through the Vinkius. Connect it to Google ADK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 14 Alpaca Trading tools available for Google ADK

When Google ADK connects to Alpaca Trading through Vinkius, your AI agent gets direct access to every tool listed below — spanning algorithmic-trading, stock-market, crypto-trading, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

create

Create broker account on Alpaca Trading

Requires contact, identity, disclosures, and agreements objects. Create a new broker account

create

Create order on Alpaca Trading

Create a new trading order

delete

Delete all orders on Alpaca Trading

Returns a 207 Multi-Status. Delete all open orders

get

Get assets on Alpaca Trading

List all tradable assets

get

Get broker account on Alpaca Trading

Get broker account by ID

get

Get crypto bars on Alpaca Trading

Get historical bars for crypto

get

Get latest stocks quotes on Alpaca Trading

Get latest quotes for stocks

get

Get latest stocks trades on Alpaca Trading

Get latest trades for stocks

get

Get orders on Alpaca Trading

Get all orders

get

Get stocks bars on Alpaca Trading

Get historical bars for stocks

get

Get stocks quotes on Alpaca Trading

Get historical quotes for stocks

get

Get stocks trades on Alpaca Trading

Get historical trades for stocks

issue

Issue token on Alpaca Trading

Issue OAuth2 tokens for machine-to-machine authentication

update

Update account configs on Alpaca Trading

Update account configurations

Connect Alpaca Trading to Google ADK via MCP

Follow these steps to wire Alpaca Trading into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install Google ADK

Run pip install google-adk
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Create the agent

Save the code above and integrate into your ADK workflow
04

Explore tools

The agent will discover 14 tools from Alpaca Trading via MCP

Why Use Google ADK with the Alpaca Trading MCP Server

Google ADK provides unique advantages when paired with Alpaca Trading through the Model Context Protocol.

01

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

02

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Alpaca Trading

03

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

04

Seamless integration with Google Cloud services means you can combine Alpaca Trading tools with BigQuery, Vertex AI, and Cloud Functions

Alpaca Trading + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Alpaca Trading MCP Server delivers measurable value.

01

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

02

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

03

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

04

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

Example Prompts for Alpaca Trading in Google ADK

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

01

"Buy 10 shares of AAPL at market price."

02

"What are the latest quotes for BTC/USD and ETH/USD?"

03

"Show me my closed orders from the last 7 days."

Troubleshooting Alpaca Trading MCP Server with Google ADK

Common issues when connecting Alpaca Trading to Google ADK through Vinkius, and how to resolve them.

01

McpToolset not found

Update: pip install --upgrade google-adk

Alpaca Trading + Google ADK FAQ

Common questions about integrating Alpaca Trading MCP Server with Google ADK.

01

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.
02

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.
03

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.

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