
Connect The Graph Web3 Indexing to ChatGPT and Claude
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Pull real-time blockchain insights directly into your AI agent.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 8 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 8 available through The Graph.
- 01
Get evm historical balances
This capability pulls historical wallet balances for EVM-compatible chains.
- 02
Get evm holders
Use this to identify current token holders on EVM networks.
- 03
Get evm swaps
This capability retrieves DEX swap events for various EVM chains.
- 04
Get evm transfers
This capability fetches token transfer records on EVM networks.
05-08
4 capabilities in this set.
Part of 8 available through The Graph.
- 05
Query subgraph
This capability executes raw GraphQL queries against any specific subgraph ID.
- 06
Get svm holders
This capability retrieves Solana token holder information.
- 07
Get svm swaps
Use this to pull DEX swap data from the Solana network.
- 08
Get svm transfers
This capability fetches SPL token transfer records on Solana.
Real work
What teams actually run
Smart Contract Debugging
A developer uses the MCP to check if specific contract events were emitted correctly on-chain.
Portfolio Tracking
An analyst requests historical balance data to calculate performance over a specific period.
DEX Monitoring
A trader asks for recent swap activity on a specific liquidity pool to gauge momentum.
Token Distribution Research
A researcher queries top holders to understand the concentration of a token supply.
Automate a task
Put The Graph to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
The Graph works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put The Graph to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
891ms average. Fast in production.
The Graph is checked daily against the live service.
- Fastest day
- 702ms
- Slowest day
- 1046ms
- 14-day trend
- Improving-6%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 8 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of The Graph, so you can see the experience inside your AI.
It does not authenticate your account with The Graph. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
The Graph Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_lKCcPQtDzEbLkEyQdpLNknTGhTDgro8TIiVVYvos/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — The Graph capabilities are ready to use.
{
"mcpServers": {
"the-graph-web3-indexing-mcp": {
"url": "https://edge.vinkius.com/vk_preview_lKCcPQtDzEbLkEyQdpLNknTGhTDgro8TIiVVYvos/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up The Graph in Claude and other AIs
Who it's for
Built for the work The Graph owners hand off.
This MCP is built for professionals working directly with decentralized protocols and on-chain data.
- 01
Web3 Developers
They use the MCP to debug smart contract events and verify state within their IDE.
- 02
Data Analysts
They aggregate token holder distributions and DEX volume metrics for research.
- 03
DeFi Power Users
They track wallet movements and liquidity pool swaps using natural language.
FAQ
Questions The Graph owners ask.
- 01
What blockchains does this MCP support?
It supports EVM-compatible chains like Ethereum and Polygon, as well as the Solana network.
- 02
Do I need my own API key?
Yes, you will need to enter your The Graph API Token and API URL to authenticate your requests.
- 03
Can I query any subgraph?
Yes, the query_subgraph capability allows you to execute raw GraphQL queries against any specific subgraph ID.
- 04
Which AI clients can I use?
You can use this MCP with any compatible client, including Claude, Cursor, and Windsurf.
- 05
How does it handle Solana data?
It uses specific SVM capabilities to fetch SPL token transfers, holders, and swaps from Solana.
- 06
Can I query any specific subgraph if I have its ID?
Yes! Use the query_subgraph capability by providing the subgraph_id and your GraphQL query string. This allows for deep, custom data extraction beyond the standard capabilities.
- 07
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.
- 08
Can I track historical balance changes for a specific wallet?
Yes, the get_evm_historical_balances capability provides historical balance data in OHLCV format for EVM chains, making it easy to analyze portfolio trends.
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Connect The Graph to Claude, Cursor, ChatGPT & more
