# Mnemonic MCP for AI Agents AI Agent Connect > Mnemonic provides deep NFT analytics and Web3 intelligence for your AI agent. It lets you track collections, analyze portfolios, and monitor market movements in real-time. Instead of jumping between multiple dashboards, you can just ask your agent to pull data on floor prices, ownership distribution, or specific contract metadata. It turns complex blockchain data into readable insights for traders and developers. ## Overview - **Category:** data-analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_ih6tF6BPnTQSgX9W83Ox0MO6XvMPQV2lIsiP6e8Z/ai-agent-connect - **Tags:** nft-analytics, web3-intelligence, portfolio-tracking, blockchain-data, market-cap, asset-valuation ## Description Imagine you're trying to figure out if a specific NFT collection is actually healthy or if the top holders are dumping their assets. Right now, that usually means opening four different tabs, copying wallet addresses, and squinting at confusing charts. This Connector changes that by letting your AI agent do the heavy lifting for you. You can just ask about a portfolio's history or request a breakdown of who actually owns a collection. It pulls in real-time floor prices, market caps, and technical smart contract metadata so you can make calls based on facts rather than vibes. Whether you're a dev checking contract properties or a trader looking for the next move, it puts all that Web3 intelligence into a single conversation. Because Vinkius hosts this Connector, you can plug it into your existing setup and get these insights delivered exactly where you're already working. It's about moving from manual data hunting to getting direct answers about the NFT market. ## Tools ### get_collection_details Pulls the basic info for any NFT collection. Use this to get a quick overview of a project's identity. ### get_contract_metadata Fetches the technical details of a smart contract. It's essential for verifying contract properties. ### get_nft_owners Lists every wallet that currently holds a specific NFT. This helps track specific asset distribution. ### get_wallet_nfts Lists every NFT currently held in a specific wallet. This gives you a complete look at a portfolio. ### list_collection_tokens Shows every token that belongs to a specific collection. Use it to see the full scope of a project. ### list_transfers Queries all transfer events for a collection or token. This is perfect for monitoring market flow. ### get_collection_stats Grabs current stats like floor price and volume. This is your go-to for real-time market health. ### get_nft_details Retrieves the specific properties and metadata for a single NFT. Use it to see exact traits and details. ### get_nft_prices Gets the latest market pricing for an NFT. Use this to check current value for specific items. ### get_collection_distribution Shows you how many unique owners hold a collection. It helps identify ownership concentration. ### get_wallet_history Pulls the full transaction history for a specific wallet. It's great for auditing past movements. ### search_collections Finds specific NFT collections by name or keyword. Use this to quickly locate projects in the ecosystem. ## Prompt Examples **Prompt:** ``` Who owns the top 10% of the Azuki collection? ``` **Response:** ``` I've analyzed the ownership distribution for Azuki. **Ownership Summary:** * **Unique Owners:** 5,400 * **Concentration:** The top 10 holders currently own approximately 15% of the total supply. This suggests a relatively healthy distribution, though the top holders maintain a significant stake. Would you like me to list the specific wallet addresses for those top holders? ``` **Prompt:** ``` What's the current floor price and volume for the Bored Ape Yacht Club? ``` **Response:** ``` Here are the latest stats for Bored Ape Yacht Club: | Metric | Value | | :--- | :--- | | **Floor Price** | 45.2 ETH | | **24h Volume** | 120.5 ETH | | **Market Cap** | ~1.2M ETH | Would you like to see the historical pricing for this collection over the last 7 days? ``` **Prompt:** ``` Check the metadata for the NFT with ID #1234 in the Pudgy Penguins collection. ``` **Response:** ``` I've retrieved the details for Pudgy Penguins #1234: * **Name:** Pudgy Penguin #1234 * **Traits:** * **Eyes:** Blue * **Hat:** None * **Body:** Orange * **Rarity Score:** 88/100 * **Current Owner:** 0x7a...f21 Do you want to see the current market price for this specific item? ``` ## Capabilities ### Track NFT ownership history See every wallet that holds a specific NFT and its historical activity. ### Pull real-time collection stats Get current floor prices, volume, and market cap data instantly. ### Check market pricing for tokens Access historical and live pricing for tokens across major marketplaces. ### Monitor specific transfer events Query historical transfer events for any collection with advanced filters. ### Inspect NFT metadata and properties Retrieve full metadata and specific traits for any individual NFT. ### Fetch smart contract technical data Get detailed technical metadata for blockchain smart contracts. ## Use Cases ### Whale Watching A trader asks the agent to find wallets holding more than 5% of a collection using get_collection_distribution. ### Dev Audit A developer wants to check the properties of a new mint using get_nft_details to ensure metadata is correct. ### Portfolio Health A collector wants to know the total value of their assets by asking the agent to list all NFTs and prices. ### Market Research An analyst needs a list of all recent transfers for a specific project using list_transfers to spot trends. ## Benefits - Stop manual tab-switching by using get_collection_stats to see floor prices and volume instantly. - Identify whale activity faster with get_collection_distribution to see how many holders own the supply. - Audit your assets quickly using get_wallet_nfts to see every item in a portfolio at once. - Verify contract safety by fetching technical data with get_contract_metadata during the dev process. - Track market moves in real-time using list_transfers to see exactly where assets are moving. ## How It Works The bottom line is you get instant access to deep Web3 data without leaving your chat interface. 1. Subscribe to the Mnemonic MCP on Vinkius. 2. Enter your Mnemonic API Key in the configuration. 3. Ask your AI client questions about NFT markets or wallets. ## Frequently Asked Questions **How can I use Mnemonic to track NFT floor prices?** You can ask your AI agent to pull real-time floor prices for any collection. It will instantly fetch the current market data so you don't have to browse multiple marketplaces. **Can Mnemonic help me analyze NFT ownership concentration?** Yes, it can show you the ownership distribution of a collection. This helps you see if a few whales hold most of the supply or if the ownership is widely distributed. **Is Mnemonic good for auditing Web3 wallets?** It's great for auditing because it can list every NFT held in a specific wallet and pull the full transaction history for that address in one go. **Can I use Mnemonic to check smart contract safety?** You can use it to fetch technical metadata for any smart contract. This allows your agent to help you verify contract properties and details quickly. **How does Mnemonic help with market research?** It allows you to query historical transfer events and search for specific collections. You can use these tools to spot trends and monitor how assets are moving across the blockchain. **Does Mnemonic work with Claude or Cursor?** Yes, it works with any MCP-compatible client, including Claude, Cursor, and Windsurf, giving you a direct way to query NFT data through your preferred interface. **Where do I find my Mnemonic API Key?** Log in to the Mnemonic Developer Dashboard at https://dashboard.mnemonic.dev/ to generate your API key. **Which blockchains are supported?** Mnemonic currently supports Ethereum and Polygon NFT data. **Is the pricing data real-time?** Yes, Mnemonic provides live market statistics aggregated from major NFT marketplaces.