OpenSea MCP Server for LangChainGive LangChain instant access to 35 tools to Cancel Order, Generate Listing Fulfillment, Generate Offer Fulfillment, and more
LangChain is the leading Python framework for composable LLM applications. Connect OpenSea through 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 for LangChain
The OpenSea MCP Server for LangChain is a standout in the Ecommerce category — giving your AI agent 35 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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({
"opensea": {
"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 OpenSea, 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 OpenSea MCP Server
Connect OpenSea to your AI agent to navigate the NFT ecosystem with ease. From tracking trending collections to deep-diving into specific token traits, this server provides real-time access to the largest digital marketplace.
LangChain's ecosystem of 500+ components combines seamlessly with OpenSea through native MCP adapters. Connect 35 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
- Market Insights — Get trending and top collections, or fetch comprehensive stats like volume and floor prices using
get_trending_collectionsandget_collection_stats. - NFT Deep-Dive — Retrieve full metadata, rarity, and ownership details for any NFT with
get_nftandget_nft_metadata. - Collection Analysis — List collection traits, holders, and detailed fee structures via
get_collection_traitsandget_collection_holders. - Wallet Monitoring — Check account profiles and fungible token balances for any wallet address with
get_accountandget_token_balances. - Multi-Chain Support — Query data across all blockchains supported by OpenSea using
get_chains.
The OpenSea MCP Server exposes 35 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 35 OpenSea tools available for LangChain
When LangChain connects to OpenSea through Vinkius, your AI agent gets direct access to every tool listed below — spanning nft, marketplace, digital-assets, 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.
Cancel order on OpenSea
Off-chain cancellation of an order
Generate listing fulfillment on OpenSea
Get data to buy an NFT
Generate offer fulfillment on OpenSea
Get data to accept an offer
Get account on OpenSea
Get an OpenSea account profile
Get best listing nft on OpenSea
Get the lowest price listing for a specific NFT
Get best offer nft on OpenSea
Get the highest offer for a specific NFT
Get chains on OpenSea
Get all blockchain chains supported by OpenSea
Get collection on OpenSea
Get detailed information about a collection
Get collection holders on OpenSea
Get a list of wallet addresses holding items in a collection
Get collection stats on OpenSea
Get comprehensive statistics for a collection
Get collection traits on OpenSea
List all available traits in a collection
Get drop by slug on OpenSea
Get stages, supply, and minting details for a specific drop
Get drops on OpenSea
List featured, upcoming, or recently minted drops
Get nft on OpenSea
Get metadata, traits, ownership, and rarity for a single NFT
Get nft metadata on OpenSea
Get detailed metadata including image URLs and external links for an NFT
Get nft owners on OpenSea
List all owners of a specific NFT
Get nfts by account on OpenSea
Get NFTs owned by a specific wallet
Get nfts by collection on OpenSea
Get all NFTs in a specific collection
Get nfts by contract on OpenSea
Get all NFTs for a specific smart contract
Get order on OpenSea
Retrieve order details
Get swap quote on OpenSea
Get a price quote for swapping tokens
Get token on OpenSea
Get metadata for a fungible token
Get token balances on OpenSea
Get fungible token balances for a specific wallet
Get top collections on OpenSea
Get top collections
Get transaction receipt on OpenSea
Check the status of a submitted swap or fulfillment
Get trending collections on OpenSea
Get trending collections
List collections on OpenSea
List collections
List events on OpenSea
Get historical marketplace events
List listings collection all on OpenSea
Get all active listings for a collection
List offers collection all on OpenSea
Get all active offers for a collection
Post criteria offer on OpenSea
Create a collection or trait-wide offer
Post listing on OpenSea
Create a new listing
Post offer on OpenSea
Create an offer on a single item
Post swap execute on OpenSea
Get executable transaction data for a swap
Search on OpenSea
Search across collections, NFTs, tokens, and accounts
Connect OpenSea to LangChain via MCP
Follow these steps to wire OpenSea into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the OpenSea MCP Server
LangChain provides unique advantages when paired with OpenSea through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine OpenSea 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 OpenSea queries for multi-turn workflows
OpenSea + LangChain Use Cases
Practical scenarios where LangChain combined with the OpenSea MCP Server delivers measurable value.
RAG with live data: combine OpenSea tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query OpenSea, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain OpenSea tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every OpenSea tool call, measure latency, and optimize your agent's performance
Example Prompts for OpenSea in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with OpenSea immediately.
"Show me the trending NFT collections on OpenSea right now."
"Get the floor price and volume stats for the 'boredapeyachtclub' collection."
"Check the profile and token balances for wallet address 0x123..."
Troubleshooting OpenSea MCP Server with LangChain
Common issues when connecting OpenSea to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersOpenSea + LangChain FAQ
Common questions about integrating OpenSea 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?
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