OpenSea MCP Server for LlamaIndexGive LlamaIndex instant access to 35 tools to Cancel Order, Generate Listing Fulfillment, Generate Offer Fulfillment, and more

Name: OpenSea
Price: 29 USD
Availability: InStock
Rating: 0.2 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

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

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The OpenSea MCP Server for LlamaIndex is a standout in the Ecommerce category — giving your AI agent 35 tools to work with, ready to go from day one.

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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 OpenSea. "
            "You have 35 tools available."
        ),
    )

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

asyncio.run(main())

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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.

LlamaIndex agents combine OpenSea tool responses with indexed documents for comprehensive, grounded answers. Connect 35 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 Insights — Get trending and top collections, or fetch comprehensive stats like volume and floor prices using get_trending_collections and get_collection_stats.
NFT Deep-Dive — Retrieve full metadata, rarity, and ownership details for any NFT with get_nft and get_nft_metadata.
Collection Analysis — List collection traits, holders, and detailed fee structures via get_collection_traits and get_collection_holders.
Wallet Monitoring — Check account profiles and fungible token balances for any wallet address with get_account and get_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 LlamaIndex 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 LlamaIndex

When LlamaIndex 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

Cancel order on OpenSea

Off-chain cancellation of an order

generate

Generate listing fulfillment on OpenSea

Get data to buy an NFT

generate

Generate offer fulfillment on OpenSea

Get data to accept an offer

get

Get account on OpenSea

Get an OpenSea account profile

get

Get best listing nft on OpenSea

Get the lowest price listing for a specific NFT

get

Get best offer nft on OpenSea

Get the highest offer for a specific NFT

get

Get chains on OpenSea

Get all blockchain chains supported by OpenSea

get

Get collection on OpenSea

Get detailed information about a collection

get

Get collection holders on OpenSea

Get a list of wallet addresses holding items in a collection

get

Get collection stats on OpenSea

Get comprehensive statistics for a collection

get

Get collection traits on OpenSea

List all available traits in a collection

get

Get drop by slug on OpenSea

Get stages, supply, and minting details for a specific drop

get

Get drops on OpenSea

List featured, upcoming, or recently minted drops

get

Get nft on OpenSea

Get metadata, traits, ownership, and rarity for a single NFT

get

Get nft metadata on OpenSea

Get detailed metadata including image URLs and external links for an NFT

get

Get nft owners on OpenSea

List all owners of a specific NFT

get

Get nfts by account on OpenSea

Get NFTs owned by a specific wallet

get

Get nfts by collection on OpenSea

Get all NFTs in a specific collection

get

Get nfts by contract on OpenSea

Get all NFTs for a specific smart contract

get

Get order on OpenSea

Retrieve order details

get

Get swap quote on OpenSea

Get a price quote for swapping tokens

get

Get token on OpenSea

Get metadata for a fungible token

get

Get token balances on OpenSea

Get fungible token balances for a specific wallet

get

Get top collections on OpenSea

Get top collections

get

Get transaction receipt on OpenSea

Check the status of a submitted swap or fulfillment

get

Get trending collections on OpenSea

Get trending collections

list

List collections on OpenSea

List collections

list

List events on OpenSea

Get historical marketplace events

list

List listings collection all on OpenSea

Get all active listings for a collection

list

List offers collection all on OpenSea

Get all active offers for a collection

post

Post criteria offer on OpenSea

Create a collection or trait-wide offer

post

Post listing on OpenSea

Create a new listing

post

Post offer on OpenSea

Create an offer on a single item

post

Post swap execute on OpenSea

Get executable transaction data for a swap

action

Search on OpenSea

Search across collections, NFTs, tokens, and accounts

Connect OpenSea to LlamaIndex via MCP

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

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 35 tools from OpenSea

Why Use LlamaIndex with the OpenSea MCP Server

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

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

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

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

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

OpenSea + LlamaIndex Use Cases

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

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

Data enrichment: query OpenSea 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 OpenSea for fresh data

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

Example Prompts for OpenSea in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex

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

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

OpenSea + LlamaIndex FAQ

Common questions about integrating OpenSea MCP Server with LlamaIndex.

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.

Can I combine MCP tools with vector stores?

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