Bitso Exchange MCP Server for LlamaIndex 12 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Bitso Exchange as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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 Bitso Exchange. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Bitso Exchange?"
)
print(response)
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 Bitso Exchange MCP Server
Connect your heavy lifting quantitative Bitso Platform Account to the Vurb ecosystem forcing pure algorithmic logic to handle your portfolio bounds instead of manually refreshing charts.
LlamaIndex agents combine Bitso Exchange tool responses with indexed documents for comprehensive, grounded answers. Connect 12 tools through the 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
- Order Book Recon — Pull tickers aggressively verifying spreads on massive pairs covering MXN, ARS, COP, or BRL prior to execution.
- Wallet Tracking — Constantly check available account capacity scanning fiat pools vs digital alt-coins natively inside your prompt.
- Market Execution — Place strict Limit or fast Market Orders bypassing phone apps directly routing straight to the official exchange backend.
- Risk Management — Cancel rogue open Maker orders immediately dropping them off the book if the market tanks!
The Bitso Exchange MCP Server exposes 12 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Bitso Exchange to LlamaIndex via MCP
Follow these steps to integrate the Bitso Exchange MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 12 tools from Bitso Exchange
Why Use LlamaIndex with the Bitso Exchange MCP Server
LlamaIndex provides unique advantages when paired with Bitso Exchange through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Bitso Exchange tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Bitso Exchange tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Bitso Exchange, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Bitso Exchange tools were called, what data was returned, and how it influenced the final answer
Bitso Exchange + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Bitso Exchange MCP Server delivers measurable value.
Hybrid search: combine Bitso Exchange real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Bitso Exchange to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Bitso Exchange for fresh data
Analytical workflows: chain Bitso Exchange queries with LlamaIndex's data connectors to build multi-source analytical reports
Bitso Exchange MCP Tools for LlamaIndex (12)
These 12 tools become available when you connect Bitso Exchange to LlamaIndex via MCP:
cancel_order
Cancel a live unfulfilled order
create_order
Submit a new trading order
get_account_status
Get regulatory account status limits
get_funding_destination
Reveal inbound funding crypto address
get_ticker
Get trading ticker information
list_available_books
g., btc_mxn, eth_brl, usdc_ars) on the exchange. List natively traded market books
list_balances
List trading account balances
list_ledger
Examine raw ledger account flows
list_open_orders
List active hanging orders
list_order_trades
Extract executions mapped to an Order ID
list_trades
Review historical executed trades
list_withdrawals
Monitor executed funds external withdrawals
Example Prompts for Bitso Exchange in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Bitso Exchange immediately.
"Fetch the ticker data right now looking heavily over the XRP to Mexican Peso book pair."
"Issue a firm LIMIT buy. Let's bid placing around 0.1 Ether spending native BRL strictly on the eth_brl active ledger."
"Show my withdrawals"
Troubleshooting Bitso Exchange MCP Server with LlamaIndex
Common issues when connecting Bitso Exchange to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBitso Exchange + LlamaIndex FAQ
Common questions about integrating Bitso Exchange MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Bitso Exchange with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Bitso Exchange to LlamaIndex
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.