DefiLlama (DeFi Analytics) MCP Server for LangChainGive LangChain instant access to 19 tools to Get All Bridges, Get All Chains Tvl, Get All Pools, and more

Name: DefiLlama (DeFi Analytics)
Price: 29 USD
Availability: InStock
Rating: 4.9 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect DefiLlama (DeFi Analytics) through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

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The DefiLlama (DeFi Analytics) MCP Server for LangChain is a standout in the Data Analytics category — giving your AI agent 19 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python

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({
        "defillama-defi-analytics": {
            "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 DefiLlama (DeFi Analytics), show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 DefiLlama (DeFi Analytics) MCP Server

Connect your AI agent to DefiLlama, the leading aggregator for decentralized finance data. This server allows you to query real-time and historical metrics across the entire DeFi ecosystem through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with DefiLlama (DeFi Analytics) through native MCP adapters. Connect 19 tools via 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

TVL Analytics — Track Total Value Locked (TVL) for specific protocols, individual chains, or the global DeFi market.
Token Pricing — Retrieve current and historical prices, generate price charts, and calculate percentage changes for thousands of tokens.
Yield & Pools — Monitor APY and TVL for liquidity pools to identify the best yield farming opportunities.
Volume & Liquidity — Analyze DEX volumes, bridge activity, and stablecoin market caps across different ecosystems.
Historical Deep-Dives — Access time-series data to understand market trends and protocol growth over time.

The DefiLlama (DeFi Analytics) MCP Server exposes 19 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 19 DefiLlama (DeFi Analytics) tools available for LangChain

When LangChain connects to DefiLlama (DeFi Analytics) through Vinkius, your AI agent gets direct access to every tool listed below — spanning defi, tvl, crypto-prices, 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.

get

Get all bridges on DefiLlama (DeFi Analytics)

Get all bridges

get

Get all chains tvl on DefiLlama (DeFi Analytics)

Get current TVL for all chains

get

Get all pools on DefiLlama (DeFi Analytics)

Get current APY and TVL for all pools

get

Get all stablecoins on DefiLlama (DeFi Analytics)

Get all stablecoins

get

Get bridge volume chain on DefiLlama (DeFi Analytics)

Get bridge volume for a specific chain

get

Get current prices on DefiLlama (DeFi Analytics)

Format: {chain}:{address} Get the current price of tokens

get

Get current tvl chain on DefiLlama (DeFi Analytics)

Get the current total TVL for a specific chain

get

Get dex volume chain on DefiLlama (DeFi Analytics)

Get DEX volume for a specific chain

get

Get dex volumes global on DefiLlama (DeFi Analytics)

Get DEX volumes globally

get

Get historical prices on DefiLlama (DeFi Analytics)

Get the price of tokens at a specific timestamp

get

Get historical tvl chain on DefiLlama (DeFi Analytics)

Get historical TVL for a specific blockchain

get

Get historical tvl global on DefiLlama (DeFi Analytics)

Get historical TVL of the entire DeFi ecosystem

get

Get percentage change on DefiLlama (DeFi Analytics)

Get the price change over a period

get

Get pool historical data on DefiLlama (DeFi Analytics)

Get historical APY and TVL for a specific pool

get

Get price chart on DefiLlama (DeFi Analytics)

Get a chart of token prices over time

get

Get protocol on DefiLlama (DeFi Analytics)

Get historical TVL data for a specific protocol

get

Get protocols on DefiLlama (DeFi Analytics)

Get all protocols on DefiLlama along with their current TVL

get

Get stablecoin historical data on DefiLlama (DeFi Analytics)

Get stablecoin historical data

get

Get stablecoin market cap chain on DefiLlama (DeFi Analytics)

Get stablecoin market cap for a specific chain

Connect DefiLlama (DeFi Analytics) to LangChain via MCP

Follow these steps to wire DefiLlama (DeFi Analytics) into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

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 19 tools from DefiLlama (DeFi Analytics) via MCP

Why Use LangChain with the DefiLlama (DeFi Analytics) MCP Server

LangChain provides unique advantages when paired with DefiLlama (DeFi Analytics) through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine DefiLlama (DeFi Analytics) 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 DefiLlama (DeFi Analytics) queries for multi-turn workflows

DefiLlama (DeFi Analytics) + LangChain Use Cases

Practical scenarios where LangChain combined with the DefiLlama (DeFi Analytics) MCP Server delivers measurable value.

RAG with live data: combine DefiLlama (DeFi Analytics) tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query DefiLlama (DeFi Analytics), synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain DefiLlama (DeFi Analytics) tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every DefiLlama (DeFi Analytics) tool call, measure latency, and optimize your agent's performance

Example Prompts for DefiLlama (DeFi Analytics) in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with DefiLlama (DeFi Analytics) immediately.

"List all DeFi protocols and their current TVL."

"What is the current TVL on the Arbitrum chain?"

"Show me the price chart for USDC on Ethereum."

Troubleshooting DefiLlama (DeFi Analytics) MCP Server with LangChain

Common issues when connecting DefiLlama (DeFi Analytics) to LangChain through Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

DefiLlama (DeFi Analytics) + LangChain FAQ

Common questions about integrating DefiLlama (DeFi Analytics) MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use 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?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

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