Using AI
AI & LLM Integration at Tradier
Tradier is a leading technology company in the fintech space, committed to building infrastructure that meets developers where they are — including the rapidly evolving world of AI and large language models. This section covers how to use AI tools and agents effectively with the Tradier platform.
Our approach to AI
As LLMs become a core part of how developers build and how traders interact with financial platforms, Tradier is investing in first-class AI integration. Whether you’re using an AI coding assistant to build against our REST API or interacting with a natural language agent to execute trades and retrieve market data, we’ve built the infrastructure to support both workflows.
We believe the best developer experience is one that meets you in your tool of choice — from your code editor’s AI assistant to conversational agents powered by models like Claude, ChatGPT, and others.
New to AI tooling? If you're not sure where to start, we recommend checking out both routes below. Developers building integrations will find LLMs.txt most useful, while traders and power users exploring natural language interaction should start with the MCP server.
Two routes to AI-powered access
Depending on how you want to work with AI, Tradier supports two distinct entry points:
For Developers Programming with AI
LLMs.txt — AI-assisted coding Our llms.txt file provides a structured, machine-readable summary of the Tradier API designed for AI coding assistants. Drop it into your context window or point your AI tool at it to get accurate, up-to-date guidance on endpoints, authentication, and data models — without hallucination. Ideal for: building integrations, writing API wrappers, or asking your AI assistant how to place an order or stream quotes.
For Users looking for Natural Language Use of an LLM
MCP server — conversational API access The Tradier MCP (Model Context Protocol) server lets AI agents interact directly with your brokerage account using natural language. Connect it to a compatible AI assistant and ask things like "What are my open positions?" or "Buy 10 shares of AAPL" — no code required. Ideal for: power users, traders, and anyone who wants to interact with Tradier through an AI agent rather than writing code. https://docs.tradier.com/docs/tradier-mcp
What’s coming next
AI integration at Tradier is an active area of development. We’re continually expanding our MCP toolset, keeping our LLMs.txt in sync with API changes, and exploring deeper integrations with the AI platforms developers and traders use most. Check back in this section for updates, guides, and new capabilities as they launch.
Have feedback on our AI tooling or want to request a specific integration? Reach out to the Tradier developer team.
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- Using AI