The Graph (Web3 Indexing) MCP Server for Mastra AIGive Mastra AI instant access to 8 tools to Get Evm Historical Balances, Get Evm Holders, Get Evm Swaps, and more
GDPR Free for SubscribersMastra AI is a TypeScript-native agent framework built for modern web stacks. Connect The Graph (Web3 Indexing) through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
Ask AI about this MCP Server for Mastra AI
The The Graph (Web3 Indexing) MCP Server for Mastra AI is a standout in the Developer Tools category — giving your AI agent 8 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"the-graph-web3-indexing": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "The Graph (Web3 Indexing) Agent",
instructions:
"You help users interact with The Graph (Web3 Indexing) " +
"using 8 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with The Graph (Web3 Indexing)?"
);
console.log(result.text);
}
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 The Graph (Web3 Indexing) MCP Server
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.
Mastra's agent abstraction provides a clean separation between LLM logic and The Graph (Web3 Indexing) tool infrastructure. Connect 8 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.
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.
The The Graph (Web3 Indexing) MCP Server exposes 8 tools through the Vinkius. Connect it to Mastra AI in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 8 The Graph (Web3 Indexing) tools available for Mastra AI
When Mastra AI connects to The Graph (Web3 Indexing) through Vinkius, your AI agent gets direct access to every tool listed below — spanning web3, ethereum, solana, 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.
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
Connect The Graph (Web3 Indexing) to Mastra AI via MCP
Follow these steps to wire The Graph (Web3 Indexing) into Mastra AI. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
npm install @mastra/core @mastra/mcp @ai-sdk/openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.ts and run with npx tsx agent.tsExplore tools
Why Use Mastra AI with the The Graph (Web3 Indexing) MCP Server
Mastra AI provides unique advantages when paired with The Graph (Web3 Indexing) through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add The Graph (Web3 Indexing) without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every The Graph (Web3 Indexing) tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure
The Graph (Web3 Indexing) + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the The Graph (Web3 Indexing) MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query The Graph (Web3 Indexing), process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed The Graph (Web3 Indexing) as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query The Graph (Web3 Indexing) on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using The Graph (Web3 Indexing) tools alongside other MCP servers
Example Prompts for The Graph (Web3 Indexing) in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with The Graph (Web3 Indexing) immediately.
"Get the top 10 holders for the EVM token at 0x7fc66500c84a76ad7e9c93437bfc5ac33e2ddae9."
"Show me recent swaps for the Solana token DezXAZ8z7PnrnMcFWRSTQC8PGL9P8be3EFr9SptT5v7."
"Query the Uniswap V3 subgraph with ID 'ELUvFp... ' to get the latest pool prices."
Troubleshooting The Graph (Web3 Indexing) MCP Server with Mastra AI
Common issues when connecting The Graph (Web3 Indexing) to Mastra AI through Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpThe Graph (Web3 Indexing) + Mastra AI FAQ
Common questions about integrating The Graph (Web3 Indexing) MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
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