The Graph (Web3 Indexing) MCP Server with 8 Tools for Claude, Cursor, and AI Agents
Index and query blockchain data across EVM and Solana chains. Access transfers, holders, swaps, and custom subgraphs directly. Vinkius routes your AI agents directly to The Graph (Web3 Indexing) through a governed connection. 8 tools ready to use with Claude, ChatGPT, Cursor, or any AI agent — no hosting, no setup, connect in 30 seconds.
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Compatible with every major AI agent and IDE

* 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
What is the The Graph MCP Server?
The The Graph MCP Server routes AI agents like Claude, ChatGPT, and Cursor directly to The Graph via 8 tools. Index and query blockchain data across EVM and Solana chains. Access transfers, holders, swaps, and custom subgraphs directly. Powered by Vinkius — your credentials stay on your side of the connection, every request is auditable. Connect in under 2 minutes.
Built-in capabilities (8)
Tools for your AI Agents to operate The Graph
Ask your AI agent "Get the top 10 holders for the EVM token at 0x7fc66500c84a76ad7e9c93437bfc5ac33e2ddae9." and get the answer without opening a single dashboard. With 8 tools connected to real The Graph data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.
Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by Vinkius — your credentials never touch the AI model, every request is auditable. Connect in under two minutes.
Why teams choose Vinkius
One subscription gives you the infrastructure to connect your AI agents to thousands of MCP servers — and deploy your own to the Vinkius Edge. Your credentials stay yours. Your data flows directly between your agent and the API. DLP blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade routing and governance, zero maintenance.
Build your own MCP Server with our secure development framework →The The Graph (Web3 Indexing) App Connector works with every AI agent you already use
…and any MCP-compatible client


















Use all 8 The Graph (Web3 Indexing) tools with your AI agents right now
Vinkius routes your AI agents to The Graph (Web3 Indexing) through a governed proxy. Beyond a simple connection, you get full visibility into every action your agents perform, with enterprise-grade security and up to 60% savings on AI costs.
Get evm historical balances on The Graph (Web3 Indexing)
Get EVM historical balances
Get evm holders on The Graph (Web3 Indexing)
Get EVM token holders
Get evm swaps on The Graph (Web3 Indexing)
) for EVM chains. Get EVM DEX swaps
Get evm transfers on The Graph (Web3 Indexing)
Get EVM token transfers
Get svm holders on The Graph (Web3 Indexing)
Get SVM (Solana) token holders
Get svm swaps on The Graph (Web3 Indexing)
) for Solana. Get SVM (Solana) DEX swaps
Get svm transfers on The Graph (Web3 Indexing)
Get SVM (Solana) token transfers
Query subgraph on The Graph (Web3 Indexing)
Requires THE_GRAPH_API_KEY. Query a subgraph using GraphQL
What the The Graph (Web3 Indexing) MCP Server unlocks
Connect to The Graph to index and retrieve real-time blockchain data across multiple ecosystems. This MCP server allows your AI agent to query decentralized data from Ethereum, Polygon, Solana, and more through standardized tools and custom GraphQL subgraphs.
What you can do
- EVM Data Access — Retrieve token transfers, top holders, and DEX swap events (Uniswap, Curve) for any EVM-compatible chain.
- Solana (SVM) Integration — Fetch SPL token transfers, holders, and AMM swaps (Jupiter, Raydium) directly from the Solana network.
- Historical Analysis — Access wallet balance changes in OHLCV format to track portfolio performance over time.
- Custom Subgraph Queries — Execute raw GraphQL queries against any specific subgraph ID for deep, specialized data extraction.
- Market Intelligence — Monitor liquidity pool activities and token distribution metrics without manual block explorer searching.
How it works
1. Subscribe to this server
2. Enter your The Graph API Token, API URL, and optional API Key
3. Start querying on-chain data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Web3 Developers — debug smart contract events and verify on-chain state directly from your IDE
- Data Analysts — aggregate token holder distributions and DEX volume metrics for research
- DeFi Power Users — track wallet movements and liquidity pool swaps through natural language
Frequently asked questions about the The Graph (Web3 Indexing) MCP Server
Can I query any specific subgraph if I have its ID?
Yes! Use the query_subgraph tool by providing the subgraph_id and your GraphQL query string. This allows for deep, custom data extraction beyond the standard tools.
Does this server support Solana token data?
Absolutely. You can use get_svm_transfers, get_svm_holders, and get_svm_swaps to interact with SPL tokens and decentralized exchanges on the Solana network.
Can I track historical balance changes for a specific wallet?
Yes, the get_evm_historical_balances tool provides historical balance data in OHLCV format for EVM chains, making it easy to analyze portfolio trends.
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We built the connector to The Graph (Web3 Indexing). Now put your agents to work. Fully governed.
Vinkius is the AI Gateway with managed hosting. Stop building connectors. Every connection runs inside eight layers of security.
Hosted, sandboxed, and live on AWS. You don't provision anything. You don't maintain anything. You connect.
Every tool call, every token, every response. Logged and auditable. Data flows direct from The Graph (Web3 Indexing) to your agent. Nothing is stored on our side. Ever.
Eight governance layers on every request. Sensitive data redacted before it reaches the model. Kill switch if anything goes sideways. Always on.
