What is Thegraph Mcp

thegraph-mcp is an MCP server designed to empower AI agents by providing them with indexed blockchain data sourced from The Graph.

Use cases

Use cases for thegraph-mcp include analyzing trading volumes, comparing liquidity of token pairs, and identifying unusual trading patterns within specified subgraphs.

How to use

To use thegraph-mcp, clone the repository from GitHub, configure the client with your API key, and utilize available tools like getSubgraphSchema and querySubgraph to interact with subgraphs.

Key features

Key features of thegraph-mcp include fetching subgraph schemas for context, executing GraphQL queries, and supporting both human-readable and JSON output formats.

Where to use

thegraph-mcp can be utilized in fields such as blockchain analytics, decentralized finance (DeFi), and any application requiring structured data retrieval from blockchain networks.

TheGraph MCP Server

An MCP server that powers AI agents with indexed blockchain data from The Graph.

Available Tools

1. getSubgraphSchema

Fetches the schema of a specified subgraph, providing AI agents with the context needed to generate GraphQL queries.

Parameters:

• subgraphId: The subgraph ID (e.g., “QmZBQcF…”)
• asText: Output format flag
  • true: Returns human-readable GraphQL schema
  • false: Returns JSON schema (default)

2. querySubgraph

Executes GraphQL queries against a specified subgraph. While queries are typically generated by AI, you can also manually craft your own.

Parameters:

• subgraphId: The subgraph ID
• query: GraphQL query string

Installation

1. Clone the Repository

   git clone https://github.com/kukapay/thegraph-mcp.git
   

2. Client Configuration

   {
     "mcpServers": {
       "thegraph-mcp": {
         "command": "uv",
         "args": [
           "--directory",
           "path/to/thegraph-mcp",
           "run",
           "main.py"
         ],
         "env": {
           "THEGRAPH_API_KEY": "your_api_key_here"
         }
       }
     }
   }
   

Example Prompts

Here are some natural language prompts to trigger the tools:

Schema Queries

• “Show me the schema for subgraph QmZBQcF… in a readable format”
• “What’s the structure of the QmZBQcF… subgraph? Please display it in GraphQL format”
• “I need to understand the data model of subgraph QmZBQcF…, can you fetch its schema?”

Data Queries

• “Find the top 5 tokens by trading volume in the last 24 hours from subgraph QmZBQcF…”
• “Show me all pairs with liquidity greater than 1 million USD in subgraph QmZBQcF…”
• “Get the latest 10 swap events from the QmZBQcF… subgraph, including token symbols and amounts”

Analysis Tasks

• “Analyze the trading volume of USDT pairs in the last week using subgraph QmZBQcF…”
• “Compare the liquidity of ETH and USDC pairs in subgraph QmZBQcF…”
• “Find unusual trading patterns in the last 24 hours from subgraph QmZBQcF…”

Combined Tasks

• “First get the schema of QmZBQcF…, then help me write a query to find high-value transactions”
• “Check the schema of QmZBQcF… and tell me what fields are available for querying token prices”
• “Using subgraph QmZBQcF…, analyze the market impact of large trades by first understanding the schema and then querying relevant events”

License

This project is licensed under the MIT License. See the LICENSE file for details.