fastmcp/examples/tasks
Chris Guidry 66aaf420c9
[2.14] SEP-1686 tasks (#2378)
* Implement MCP background tasks (SEP-1686) using Docket

Adds support for background task execution via the MCP task protocol,
powered by Docket for task queue management.

- Tools, resources, and prompts can be marked with `task=True` to run async
- Progress dependency for tracking task progress
- CurrentDocket and CurrentWorker dependencies for advanced use cases
- Client API with `.call_tool(..., task=True)` returns task handles
- Task status notifications via subscriptions
- CLI worker command for distributed task processing

Configuration via environment:
- FASTMCP_ENABLE_DOCKET=true
- FASTMCP_ENABLE_TASKS=true
- FASTMCP_DOCKET_URL=redis://... (or memory:// for single-process)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Fix tasks example import (TaskStatusResponse → GetTaskResult)

The example was using a non-existent TaskStatusResponse type.
Updated to use mcp.types.GetTaskResult which is what the
on_status_change callback actually receives.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Fix env var name in Docket error messages

The error messages referenced FASTMCP_EXPERIMENTAL_ENABLE_DOCKET but the
actual setting is FASTMCP_ENABLE_DOCKET.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Remove deprecated code re-added from pre-#2329 branch

- Remove ExtendedEnvSettingsSource (FASTMCP_SERVER_ prefix support)
- Remove dependencies parameter from FastMCP.__init__

* Replace fakeredis git pin with PyPI release

* Remove redundant fakeredis dev dep (pulled via pydocket)

---------

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Jeremiah Lowin <153965+jlowin@users.noreply.github.com>
2025-12-04 20:10:35 -05:00
..
.envrc [2.14] SEP-1686 tasks (#2378) 2025-12-04 20:10:35 -05:00
client.py [2.14] SEP-1686 tasks (#2378) 2025-12-04 20:10:35 -05:00
docker-compose.yml [2.14] SEP-1686 tasks (#2378) 2025-12-04 20:10:35 -05:00
README.md [2.14] SEP-1686 tasks (#2378) 2025-12-04 20:10:35 -05:00
server.py [2.14] SEP-1686 tasks (#2378) 2025-12-04 20:10:35 -05:00

FastMCP Tasks Example

Demonstrates background task execution with Docket, including progress tracking, distributed backends, and CLI worker management.

Setup

# From the fastmcp root directory
uv sync

# Start Redis
cd examples/tasks
docker compose up -d

# Load environment (or source .envrc manually)
direnv allow

# Run the server
fastmcp run server.py

For single-process mode without Redis, set FASTMCP_DOCKET_URL=memory:// (note: CLI workers won't work).

Running the Client

# Background execution with progress callbacks
python examples/tasks/client.py --duration 10

# Immediate execution (blocks)
python examples/tasks/client.py immediate --duration 5

Starting Additional Workers

With Redis, you can run additional workers to process tasks in parallel:

fastmcp tasks worker server.py

# Configure via environment:
export FASTMCP_DOCKET_CONCURRENCY=20
fastmcp tasks worker server.py

Backend options:

  • memory:// - Single-process only (default)
  • redis:// - Distributed, multi-process (Redis or Valkey)

Environment Variables

Variable Default Description
FASTMCP_ENABLE_DOCKET false Enable Docket task system
FASTMCP_ENABLE_TASKS false Enable MCP task protocol (SEP-1686)
FASTMCP_DOCKET_URL memory:// Docket backend URL

Learn More