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Alpaca Trading MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 14 tools to Create Broker Account, Create Order, Delete All Orders, and more

MCP Inspector GDPR Free for Subscribers

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Alpaca Trading through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Ask AI about this MCP Server for OpenAI Agents SDK

The Alpaca Trading MCP Server for OpenAI Agents SDK 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
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Alpaca Trading Assistant",
            instructions=(
                "You help users interact with Alpaca Trading. "
                "You have access to 14 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Alpaca Trading"
        )
        print(result.final_output)

asyncio.run(main())
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.

The OpenAI Agents SDK auto-discovers all 14 tools from Alpaca Trading through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Alpaca Trading, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

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 OpenAI Agents SDK 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 OpenAI Agents SDK

When OpenAI Agents SDK 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 OpenAI Agents SDK via MCP

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

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 14 tools from Alpaca Trading

Why Use OpenAI Agents SDK with the Alpaca Trading MCP Server

OpenAI Agents SDK provides unique advantages when paired with Alpaca Trading through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Alpaca Trading + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Alpaca Trading MCP Server delivers measurable value.

01

Automated workflows: build agents that query Alpaca Trading, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Alpaca Trading, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Alpaca Trading tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Alpaca Trading to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for Alpaca Trading in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK

Common issues when connecting Alpaca Trading to OpenAI Agents SDK through Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Alpaca Trading + OpenAI Agents SDK FAQ

Common questions about integrating Alpaca Trading MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

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