fastmcp/fastmcp_tasks

fastmcp-tasks

A complete implementation of background tasks for the Model Context Protocol — the io.modelcontextprotocol/tasks extension defined in SEP-2663.

The MCP tasks extension is a Final SEP, but as of this writing it ships in the ecosystem as a schema and a prose specification — no language SDK provides a working runtime for it. fastmcp-tasks is, to our knowledge, the first: a full server-side implementation of the protocol, built on the durable execution engine (docket) that FastMCP has run in production since v3. If you want to actually run MCP background tasks today, this is the implementation.

What background tasks are

Most tool calls are synchronous: the client sends tools/call and holds the request open until the tool returns. That breaks down for work that takes minutes or hours — a long analysis, a batch job, a slow external API. The tasks extension lets a server answer such a call immediately with a durable task handle, then run the work in the background while the client polls for completion on its own schedule.

The model is poll-based and stateless by construction, which is what makes it survive disconnects, server restarts, and load balancers:

1. A client that supports tasks issues a normal tools/call with a per-request opt-in.
2. The server decides whether to run it as a task. If it does, it returns a CreateTaskResult carrying a server-generated task id — right away, before the work starts.
3. The client polls tasks/get until the task reaches a terminal state, then reads the result inlined in the response.
4. tasks/cancel requests cancellation; tasks/update answers any input the task asks for mid-run.

The server owns the task's durable state, so the client can poll across independent requests — from any process, after a crash, through any replica — with no session affinity required.

Usage

Install it as the tasks extra on FastMCP:

uv pip install "fastmcp[tasks]"

Register the extension on your server and mark the tools that may run as tasks. The extension is where the backend is configured — point it at Redis for a distributed deployment, or leave it on the in-memory default for a single process:

from fastmcp import FastMCP
from fastmcp_tasks import TasksExtension

mcp = FastMCP("Analytics")
mcp.add_extension(TasksExtension(url="redis://localhost:6379/0"))


@mcp.tool(task=True)
async def analyze(dataset: str) -> str:
    # Long-running work. The client gets a task handle immediately and
    # polls for the result; this runs in a background worker.
    ...

task=True is a declaration of intent — this tool may run as a task — while the server, per the spec, decides per call whether to actually task it. Use TaskConfig for finer control:

from fastmcp.utilities.tasks import TaskConfig


@mcp.tool(task=TaskConfig(mode="required"))
async def must_run_async(n: int) -> int:
    # Always runs as a task; a client that has not opted in is told so.
    ...

Registering TasksExtension is required to serve task=True tools — the tool declares intent, the extension provides the engine. A task=True tool on a server with no tasks extension registered fails loudly at startup rather than silently running inline.

Running out-of-process workers

For distributed deployments backed by Redis, run dedicated worker processes alongside your server:

python -m fastmcp_tasks.worker_cli worker server.py

Workers and servers that share a backend URL and queue name share a task queue, so you can scale execution independently of your request-serving frontends.

Configuration

The backend is configured on the extension. Every option also has a FASTMCP_DOCKET_* environment variable, so an env-configured deployment can construct TasksExtension() with no arguments:

Option	Env var	Default	Description
url	FASTMCP_DOCKET_URL	memory://	Backend URL. memory:// for single-process; redis://host:port/db for distributed workers.
name	FASTMCP_DOCKET_NAME	fastmcp	Queue name. Servers and workers sharing a name and URL share a queue.
concurrency	FASTMCP_DOCKET_CONCURRENCY	10	Maximum concurrent tasks per worker.

See the FastMCP task documentation for the full reference.

Status

The tasks extension is an experimental MCP extension, and fastmcp-tasks tracks its draft schema. The protocol's shape is settled — SEP-2663 is Final — but field-level details may still move; this package versions independently so it can follow the schema without waiting on a FastMCP release.