mcp-with-d1-data
The MCP Server Demo is a project demonstrating the implementation of an MCP server using Cloudflare technologies to interact with databases. It features a robust system for database management, server events, and testing tools.
MCP Server: Demo
Overview
This repository serves as a demonstration of building an MCP (Model Context Protocol) server that can access and query actual database information. Uses
the @modelcontextprotocol/sdk
library leveraging Cloudflare's MCPAgent
to implement tools, manage resources, and a D1 database.
Features
Database
The project integrates with a D1 database (mcp-agent-d1-data
) to retrieve data but you should be able to work with any database with some minor adjustments on the tools. Also included some niceties:
- Schema Management: SQL migration files (
up.sql
,down.sql
,seed.sql
) in thedb/
directory manage the database schema and seed data.
MCP Server (MyMCP
)
The MyMCP
class extends the McpAgent
class from the @modelcontextprotocol/sdk
library. It acts as the core server implementation, providing server sent events (SSE) as a foundational transport.
- Durable Object: The server is implemented as a Durable Object, which allows stateful interactions and long process operations. It also comes with hibernation built-in when idle.
Query Tool
The query
tool is designed to interact with the database by providing an interface where the LLM can send SQL queries onto the database. Use with care in production environments and practice proper authorization safeguards.
Introspection Tool
The schema-introspection
tool is particularly useful to help the LLM understand the structure of the database to produce a more accurate query design.
Integration Tests
Included integration tests in the tests/
directory to get started. Validate the functionality of the MCP server and its tools, or use the tests for TDD.
npm run test
Project Structure
š¦ d1-mcp
āāā package.json
āāā README.md
āāā tsconfig.json
āāā vitest.config.js
āāā worker-configuration.d.ts
āāā wrangler.jsonc
āāā db
ā āāā down.sql
ā āāā seed.sql
ā āāā up.sql
āāā public
ā āāā index.html
āāā src
ā āāā index.ts
ā āāā metadata.ts
ā āāā tools.ts
ā āāā utils.ts
āāā tests
āāā index.test.ts
āāā tsconfig.json
Getting Started
Prerequisites
- Node.js
- Cloudflare Workers CLI (
wrangler
)
Installation
- Clone the repository.
- Install dependencies:
npm install
Development
- Start the development server:
npm run dev
Deployment
- Deploy to Cloudflare Workers:
npm run deploy
License
This project is licensed under the MIT License.