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
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.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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())
* 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_orderand manage them withdelete_all_orders. - Market Intelligence — Retrieve historical bars, latest quotes, and trade data for stocks and crypto using tools like
get_stocks_barsandget_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 broker account on Alpaca Trading
Requires contact, identity, disclosures, and agreements objects. Create a new broker account
Create order on Alpaca Trading
Create a new trading order
Delete all orders on Alpaca Trading
Returns a 207 Multi-Status. Delete all open orders
Get assets on Alpaca Trading
List all tradable assets
Get broker account on Alpaca Trading
Get broker account by ID
Get crypto bars on Alpaca Trading
Get historical bars for crypto
Get latest stocks quotes on Alpaca Trading
Get latest quotes for stocks
Get latest stocks trades on Alpaca Trading
Get latest trades for stocks
Get orders on Alpaca Trading
Get all orders
Get stocks bars on Alpaca Trading
Get historical bars for stocks
Get stocks quotes on Alpaca Trading
Get historical quotes for stocks
Get stocks trades on Alpaca Trading
Get historical trades for stocks
Issue token on Alpaca Trading
Issue OAuth2 tokens for machine-to-machine authentication
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.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
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.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
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.
Automated workflows: build agents that query Alpaca Trading, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Alpaca Trading, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Alpaca Trading tools and transform it with OpenAI models in a single async loop
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.
"Buy 10 shares of AAPL at market price."
"What are the latest quotes for BTC/USD and ETH/USD?"
"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.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Alpaca Trading + OpenAI Agents SDK FAQ
Common questions about integrating Alpaca Trading MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
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