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OKX MCP Server for LlamaIndexGive LlamaIndex instant access to 6 tools to Amend Order, Cancel Order, Get Balance, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add OKX as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Ask AI about this MCP Server for LlamaIndex

The OKX MCP Server for LlamaIndex is a standout in the Data Analytics category — giving your AI agent 6 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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python
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to OKX. "
            "You have 6 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in OKX?"
    )
    print(response)

asyncio.run(main())
OKX
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* 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 OKX MCP Server

Connect your OKX trading account to any AI agent to monitor markets and manage your portfolio through natural language.

LlamaIndex agents combine OKX tool responses with indexed documents for comprehensive, grounded answers. Connect 6 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

What you can do

  • Market Data — Retrieve available instruments for spot, margin, futures, and options trading using get_instruments.
  • Account Monitoring — Fetch real-time asset balances with get_balance and track active positions across different instrument types with get_positions.
  • Order Management — Place new trade orders (limit, market, etc.) via place_order, amend existing ones with amend_order, or cancel pending orders instantly using cancel_order.
  • Flexible Trading — Support for various trade modes including cash, cross, and isolated margin directly from your conversation.

The OKX MCP Server exposes 6 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 6 OKX tools available for LlamaIndex

When LlamaIndex connects to OKX through Vinkius, your AI agent gets direct access to every tool listed below — spanning cryptocurrency-trading, portfolio-management, market-data, 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.

amend

Amend order on OKX

Requires instrument ID and either order ID or client order ID. Amend an existing incomplete order

cancel

Cancel order on OKX

Requires instrument ID and either order ID or client order ID. Cancel an incomplete order

get

Get balance on OKX

Can be filtered by specific currencies. Retrieve asset balances in the trading account

get

Get instruments on OKX

Can be filtered by instrument type. Retrieve available instruments for the account

get

Get positions on OKX

Can be filtered by instrument type, instrument ID, or position ID. Retrieve active positions

place

Place order on OKX

Requires instrument ID, trade mode, side, order type, and size. Place a new trade order

Connect OKX to LlamaIndex via MCP

Follow these steps to wire OKX into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 6 tools from OKX

Why Use LlamaIndex with the OKX MCP Server

LlamaIndex provides unique advantages when paired with OKX through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine OKX tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain OKX tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query OKX, a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what OKX tools were called, what data was returned, and how it influenced the final answer

OKX + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the OKX MCP Server delivers measurable value.

01

Hybrid search: combine OKX real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query OKX to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying OKX for fresh data

04

Analytical workflows: chain OKX queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for OKX in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with OKX immediately.

01

"Show me my current USDT and BTC balance on OKX."

02

"List all my active futures positions."

03

"Place a market buy order for 0.01 BTC on the BTC-USDT spot market."

Troubleshooting OKX MCP Server with LlamaIndex

Common issues when connecting OKX to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

OKX + LlamaIndex FAQ

Common questions about integrating OKX MCP Server with LlamaIndex.

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query OKX tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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