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SSE + MCP Server + Durable Objects: Ultra-Low Latency & Seamless Scale - MCP Implementation

SSE + MCP Server + Durable Objects: Ultra-Low Latency & Seamless Scale

SSE + MCP Server + Durable Objects: Real-time apps with seamless scalability, persistent state, and ultra-low latency. Built for high-concurrency demands.

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About SSE + MCP Server + Durable Objects

What is SSE + MCP Server + Durable Objects: Ultra-Low Latency & Seamless Scale?

This architecture combines Server-Sent Events (SSE) for real-time data streaming, Model Context Protocol (MCP) servers for managing AI workloads, and Cloudflare's Durable Objects for stateful, scalable backend logic. The trio enables bidirectional communication with minimal latency while automatically scaling to handle concurrent connections, making it ideal for applications requiring both responsiveness and elasticity.

How to Use SSE + MCP Server + Durable Objects

Start by implementing the SSE transport layer using the MCP TypeScript SDK, then define your server logic as a Durable Object. Configure routes to handle incoming requests and stream responses via SSE. Deploy the setup with Cloudflare Workers, ensuring the transport layer correctly binds to the Durable Object instance. Testing involves running the inspector tool to validate end-to-end message flow between client and server.

SSE + MCP Server + Durable Objects Features

Key Features of the Architecture

  • Sub-200ms Latency: Persistent connections via SSE eliminate handshake overhead
  • Auto-scaling: Durable Objects automatically replicate state across regions
  • Stateful Sessions: Each object maintains persistent context between requests
  • Middleware Flexibility: Customizable transport layers for protocol adaptation

Use Cases

Perfect for:

  • Real-time collaboration tools requiring instant feedback loops
  • AI chatbots needing persistent conversation context
  • Streaming analytics dashboards with continuous data updates
  • Multiplayer gaming leaderboards with live synchronization

SSE + MCP Server + Durable Objects FAQ

FAQ

Q: How does scaling work?
Durable Objects automatically shard instances across regions while preserving state through in-memory persistence. The system handles load balancing transparently.

Q: What ensures message ordering?
The MCP protocol enforces sequence numbers, while Durable Objects' atomic operations maintain operation order even under heavy load.

Q: Can legacy systems integrate?
The transport layer allows protocol adaptation - existing HTTP endpoints can be wrapped with SSE compatibility layers without full rewrite.

Content

SSE + MCP Server + Durable Objects

  1. A SSE Transport layer that works with @modelcontextprotocol/typescript-sdk (/src/sse.ts)
  2. A MCP Server as a Durable Object (/src/mcp-server-do.ts)
  3. Steps to run it end-to-end

Run it

  1. Clone this repo
  2. npm install
  3. npm start to start the DO (at http://localhost:8787)
  4. npx @modelcontextprotocol/inspector to run the MCP inspector
  5. Open the inspector, enter http://localhost:8787/sse

You should see:

Screenshot 2025-03-09 at 5 21 24 PM

Details

I took this example from @modelcontextprotocol/typescript-sdk:

import express from "express";
import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
import { SSEServerTransport } from "@modelcontextprotocol/sdk/server/sse.js";

const server = new McpServer({
  name: "example-server",
  version: "1.0.0"
});

// ... set up server resources, tools, and prompts ...

const app = express();

app.get("/sse", async (req, res) => {
  const transport = new SSEServerTransport("/messages", res);
  await server.connect(transport);
});

app.post("/messages", async (req, res) => {
  // Note: to support multiple simultaneous connections, these messages will
  // need to be routed to a specific matching transport. (This logic isn't
  // implemented here, for simplicity.)
  await transport.handlePostMessage(req, res);
});

app.listen(3001);

...and implemented the same thing in Durable Objects. But first needed a transport layer that worked on Workers.

Following sse.ts from @modelcontextprotocol/typescript-sdk, I made one, trying to mirror the shape of the existing one. Some pretty fundamental assumptions baked into the SDK around its use of node:http that leak out beyond the SSE transport through its input types — but really the only meaningful interface change is that handlePostMessage takes a request and returns a response. Seems like there's probably a clever way somehow to upstream?

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