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MCP Streaming and Real-Time Data

Stream long-running MCP tool progress and live updates to clients over Server-Sent Events instead of blocking on a single request-response cycle.

Quick Answer / TL;DR

MCP servers stream real-time updates over the HTTP/SSE transport: the client opens a persistent SSE connection, the server keeps a handle to that connection keyed by session, and long-running tools push incremental progress notifications through it instead of returning only a single final response.

Key Takeaways

  • SSE is the recommended streaming approach for MCP because it is plain HTTP and works through standard firewalls and load balancers.
  • Track each client's transport by session ID so a long-running tool can find the right connection to push updates to.
  • Clean up the session map when the connection closes to avoid leaking references to dead clients.

Serving SSE connections

Each client opens a long-lived GET connection that the server upgrades to SSE, and posts subsequent messages to a companion endpoint. Track the transport per session so tool handlers can find the right connection later.

typescript
const connections = new Map<string, SSEServerTransport>();

app.get("/sse", async (req, res) => {
  const transport = new SSEServerTransport("/messages", res);
  const sessionId = crypto.randomUUID();
  connections.set(sessionId, transport);

  res.on("close", () => connections.delete(sessionId));
  await server.connect(transport);
});

app.post("/messages", async (req, res) => {
  const transport = connections.get(req.query.sessionId as string);
  if (!transport) return res.status(404).json({ error: "Session not found" });
  await transport.handlePostMessage(req, res);
});

When to stream versus return a single response

Use streaming for operations with meaningful intermediate progress, such as processing a large dataset or a multi-step agent workflow. For a fast, single-shot lookup, a normal request-response tool call is simpler and has less to break.

MCP Streaming and Real-Time Data FAQs

Direct answers for developers, operators, and Indian teams evaluating MCP.

M
MCPserver Team

MCP documentation and protocol implementation team

Published: 2026-07-21
Updated: 2026-07-21