Bybit MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Bybit through the Vinkius and LangChain agents can call every tool natively — combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with MultiServerMCPClient({
"bybit": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Bybit, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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 Bybit MCP Server
Connect to Bybit and access real-time cryptocurrency market data through natural conversation — no API key needed for public market data.
LangChain's ecosystem of 500+ components combines seamlessly with Bybit through native MCP adapters. Connect 10 tools via the Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures — with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Tickers — Get real-time prices, 24h change, high/low and volume for any trading pair
- Klines — Fetch candlestick/OHLCV data for technical analysis across all timeframes
- Orderbook — View current market depth (bids and asks) for any pair
- Recent Trades — See the latest executed trades with price, size and side
- Mark/Index Price — Get mark price and index price candlesticks for derivatives
- Funding Rates — Check historical funding rates for perpetual contracts
- Open Interest — Track open interest changes over time
- Instruments — Browse all available trading pairs and contract specifications
The Bybit MCP Server exposes 10 tools through the Vinkius. Connect it to LangChain 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 Bybit to LangChain via MCP
Follow these steps to integrate the Bybit MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 10 tools from Bybit via MCP
Why Use LangChain with the Bybit MCP Server
LangChain provides unique advantages when paired with Bybit through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents — combine Bybit MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Bybit queries for multi-turn workflows
Bybit + LangChain Use Cases
Practical scenarios where LangChain combined with the Bybit MCP Server delivers measurable value.
RAG with live data: combine Bybit tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Bybit, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Bybit tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Bybit tool call, measure latency, and optimize your agent's performance
Bybit MCP Tools for LangChain (10)
These 10 tools become available when you connect Bybit to LangChain via MCP:
get_funding_history
Funding rates are paid every 8 hours between long and short positions. Positive rate means longs pay shorts. Categories: "linear", "inverse". Limit: 1-200 records. Get funding rate history for perpetual contracts
get_index_price_kline
Index price is the composite price from multiple exchanges. Categories: "linear", "inverse". Get index price candlestick data
get_instruments
Categories: "spot", "linear", "inverse", "option". Filter by symbol or base coin. Get trading instruments (pairs/contracts) info
get_kline
Intervals: 1,3,5,15,30,60,120,240,360,720 (minutes), D (daily), W (weekly), M (monthly). Use start and end timestamps (milliseconds) for historical data. Limit: 1-1000 candles. Categories: "spot", "linear", "inverse". Get candlestick (kline) data for technical analysis
get_mark_price_kline
Mark price is used for liquidation calculations. Intervals same as kline. Categories: "linear", "inverse". Get mark price candlestick data for derivatives
get_open_interest
Open interest shows total number of open positions. Intervals: 5min, 15min, 30min, 1h, 4h, 1d. Categories: "linear", "inverse". Get open interest history for a derivatives contract
get_orderbook
Returns price levels and quantities. Limit: 1-200 (spot), 1-500 (linear/inverse/option). Useful for analyzing market depth and liquidity. Get the current orderbook (bids and asks) for a symbol
get_recent_trades
Returns trade price, size, side (Buy/Sell), timestamp and trade ID. Useful for seeing current market activity and order flow. Limit: 1-1000 trades. Get recent executed trades for a symbol
get_server_time
Useful for synchronizing requests and verifying API connectivity. Get the current Bybit server time
get_tickers
Categories: "spot" (spot trading), "linear" (USDT/USDC perpetual & futures), "inverse" (inverse perpetual & futures), "option" (options). Filter by specific symbol (e.g. "BTCUSDT") or base coin (e.g. "BTC"). Get real-time market tickers (prices) for any category
Example Prompts for Bybit in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Bybit immediately.
"What's the current Bitcoin price on Bybit?"
"Show me the last 5 daily candles for ETHUSDT."
"What's the funding rate for BTCUSDT perpetual?"
Troubleshooting Bybit MCP Server with LangChain
Common issues when connecting Bybit to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersBybit + LangChain FAQ
Common questions about integrating Bybit MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
Connect Bybit 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 Bybit to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.