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Middleware

A middleware is one async function that wraps every message your server receives.

You write it as async (ctx, call_next) and append it to server.middleware. That is the whole API.

Warning

Server.middleware is marked provisional in the source. The signature and semantics are expected to change before v2 is final. Use it to observe: timing, logging, tracing. Do not make it the foundation your server stands on.

This is a low-level Server feature. MCPServer does not expose a middleware list. If Server(name, on_call_tool=...) is new to you, read The low-level Server first.

A timing middleware

One server, one tool, one middleware that logs how long each message took:

server.py
import logging
import time

from mcp_types import (
    CallToolRequestParams,
    CallToolResult,
    ListToolsResult,
    PaginatedRequestParams,
    TextContent,
    Tool,
)

from mcp.server import Server, ServerRequestContext
from mcp.server.context import CallNext, HandlerResult

logger = logging.getLogger(__name__)


async def on_list_tools(ctx: ServerRequestContext, params: PaginatedRequestParams | None) -> ListToolsResult:
    return ListToolsResult(
        tools=[
            Tool(
                name="search_books",
                description="Search the catalog by title or author.",
                input_schema={
                    "type": "object",
                    "properties": {"query": {"type": "string"}},
                    "required": ["query"],
                },
            )
        ]
    )


async def on_call_tool(ctx: ServerRequestContext, params: CallToolRequestParams) -> CallToolResult:
    query = (params.arguments or {})["query"]
    return CallToolResult(content=[TextContent(type="text", text=f"Found 3 books matching {query!r}.")])


async def log_timing(ctx: ServerRequestContext, call_next: CallNext) -> HandlerResult:
    start = time.perf_counter()
    try:
        return await call_next(ctx)
    finally:
        elapsed_ms = (time.perf_counter() - start) * 1000
        logger.info("%s took %.1f ms", ctx.method, elapsed_ms)


server = Server("Bookshop", on_list_tools=on_list_tools, on_call_tool=on_call_tool)
server.middleware.append(log_timing)
  • ctx is the same ServerRequestContext your handlers receive. ctx.method is the raw method string; ctx.params are the raw params, before any validation.
  • call_next(ctx) runs the rest of the chain: validation, the handler lookup, your handler. Return what it returned and the response is untouched.
  • The try/finally is deliberate: a handler that raises is still timed, because the failure reaches your middleware as the exception out of call_next.
  • server.middleware.append(...) registers it. The list runs outermost-first, so middleware[0] is the one closest to the wire.

Try it

Connect a client, list the tools, call one. Your log has three lines:

server/discover took 18.3 ms
tools/list took 0.1 ms
tools/call took 0.1 ms

You made two calls and got three lines. The first is server/discover: the request the client sent to set the connection up, before you asked for anything.

That is the point. Middleware wraps every inbound message:

  • The connection setup: server/discover, or initialize and notifications/initialized on a legacy session.
  • Every request and every notification. For a notification, ctx.request_id is None, call_next(ctx) returns None, and whatever you return is discarded.
  • Even a method the server has no handler for: call_next raises the MCPError(-32601, "Method not found") through your middleware on its way to the client.

What you can do inside one

In increasing order of how much you should hesitate:

  • Observe. Time it, count it, log it. The example above.
  • Refuse. Raise an MCPError instead of calling call_next(ctx) and that one message is answered with a JSON-RPC error. The connection stays up; the next message goes through.
  • Rewrite. ctx is a dataclass: await call_next(dataclasses.replace(ctx, params=...)) hands the rest of the chain different params than the client sent. Never do this to initialize: the result the client gets back is built from your rewritten params, but the server commits its connection state from the original wire params. The two sides can finish the handshake disagreeing about what they negotiated.

Check

initialize is one of the things middleware wraps, and it is the only hook you get for it. Try to take it over with add_request_handler and the SDK refuses:

ValueError: 'initialize' is handled by the server runner and cannot be overridden;
use Server.middleware to observe or wrap initialization

Warning

initialize is handled inline: the server reads no further inbound messages until your middleware chain returns. Awaiting a server-to-client request (ctx.session.send_request(...), an elicitation) while handling initialize therefore deadlocks the connection: the response you are waiting for can never be read. Fire-and-forget notifications are fine.

The one middleware that ships on by default

The SDK ships exactly one middleware, and it is already on your server's list: the one that emits an OpenTelemetry span for every message. You don't append it, and most of the time you don't think about it. It is a no-op until you install an exporter, and it has its own page: OpenTelemetry.

Info

If you have written ASGI middleware, you already know this shape. Starlette's (scope, receive, send) became (ctx, call_next), and it runs after the transport, on the decoded message instead of the raw HTTP request. The two compose: Starlette middleware on streamable_http_app() sees HTTP; this sees MCP.

Recap

  • A middleware is async (ctx, call_next) -> result, appended to server.middleware on the low-level Server.
  • It wraps every inbound message (server/discover, initialize, requests, notifications, unknown methods) and runs outermost-first.
  • ctx.request_id is None is how you tell a notification from a request.
  • Raise instead of calling call_next to refuse one message; the connection survives.
  • The SDK's own OpenTelemetry tracing is a middleware too, already on the list. See OpenTelemetry.
  • The whole surface is provisional. Observe with it; don't build on it.

That is everything that wraps a request. Authorization is what decides whether the request gets to run at all.