fastmcp-extensions 0.1.1

Unofficial extension library for FastMCP 2.0 with patterns, practices, and utilities

FastMCP Extensions

Unofficial extension library for FastMCP 2.0 with patterns, practices, and utilities for building MCP servers.

Features

• MCP Annotation Constants: Standard annotation hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) following the FastMCP 2.2.7+ specification
• Deferred Registration Decorators: @mcp_tool, @mcp_prompt, @mcp_resource decorators for organizing tools by domain with automatic domain detection
• Registration Utilities: Functions to register tools, prompts, and resources with a FastMCP app, filtered by domain
• Tool Testing Utilities: Helpers for testing MCP tools directly with JSON arguments (stdio and HTTP transports)
• Tool List Measurement: Utilities for measuring tool list size to track context truncation issues
• Prompt Helpers: Generic get_prompt_text helper for agents that cannot access prompt assets directly

Installation

pip install fastmcp-extensions

Or with uv:

uv add fastmcp-extensions

Quick Start

Using Annotation Constants

from fastmcp_extensions import (
    READ_ONLY_HINT,
    DESTRUCTIVE_HINT,
    IDEMPOTENT_HINT,
    OPEN_WORLD_HINT,
)

# Use in tool annotations
annotations = {
    READ_ONLY_HINT: True,
    IDEMPOTENT_HINT: True,
}

Using Deferred Registration

from fastmcp import FastMCP
from fastmcp_extensions import mcp_tool, mcp_resource, register_mcp_tools, register_mcp_resources

# Define tools with the decorator (domain auto-detected from filename)
@mcp_tool(read_only=True, idempotent=True)
def list_items() -> list[str]:
    """List all available items."""
    return ["item1", "item2"]

@mcp_resource("myserver://version", "Server version", "application/json")
def get_version() -> dict:
    """Get server version info."""
    return {"version": "1.0.0"}

# Register with FastMCP app
app = FastMCP("my-server")
register_mcp_tools(app)
register_mcp_resources(app)

Measuring Tool List Size

import asyncio
from fastmcp_extensions.measurement import measure_tool_list_detailed

async def check_tool_size():
    measurement = await measure_tool_list_detailed(app, server_name="my-server")
    print(measurement)
    # Output:
    # MCP Server: my-server
    # Tool count: 10
    # Total characters: 5,432
    # Average chars per tool: 543

asyncio.run(check_tool_size())

Testing Tools

from fastmcp_extensions.testing import call_mcp_tool, run_tool_test
import asyncio

# Call a tool programmatically
result = asyncio.run(call_mcp_tool(app, "list_items", {}))

# Or use the CLI helper
run_tool_test(app, "list_items", '{}')

Getting Prompt Text

from fastmcp_extensions.prompts import get_prompt_text
import asyncio

# Get prompt text for agents that can't access prompts directly
text = asyncio.run(get_prompt_text(app, "my_prompt", {"arg": "value"}))

Poe Tasks for MCP Servers

This library provides template scripts for common MCP development tasks. Copy these to your project and customize:

• bin/test_mcp_tool.py - Test tools with JSON arguments via stdio
• bin/test_mcp_tool_http.py - Test tools over HTTP transport
• bin/measure_mcp_tool_list.py - Measure tool list size

Add to your poe_tasks.toml:

[tool.poe.tasks.mcp-tool-test]
help = "Test MCP tools directly with JSON arguments"
cmd = "python bin/test_mcp_tool.py"

[tool.poe.tasks.mcp-tool-test-http]
help = "Test MCP tools over HTTP transport"
cmd = "python bin/test_mcp_tool_http.py"

[tool.poe.tasks.mcp-measure-tools]
help = "Measure the size of the MCP tool list output"
cmd = "python bin/measure_mcp_tool_list.py"

API Reference

Annotations

Constant	Description	FastMCP Default
READ_ONLY_HINT	Tool only reads data	False
DESTRUCTIVE_HINT	Tool modifies/deletes data	True
IDEMPOTENT_HINT	Repeated calls have same effect	False
OPEN_WORLD_HINT	Tool interacts with external systems	True

Decorators

• @mcp_tool(domain, read_only, destructive, idempotent, open_world, extra_help_text) - Tag a tool for deferred registration
• @mcp_prompt(name, description, domain) - Tag a prompt for deferred registration
• @mcp_resource(uri, description, mime_type, domain) - Tag a resource for deferred registration

Registration Functions

• register_mcp_tools(app, domain, exclude_args) - Register tools with FastMCP app
• register_mcp_prompts(app, domain) - Register prompts with FastMCP app
• register_mcp_resources(app, domain) - Register resources with FastMCP app

Testing Utilities

• call_mcp_tool(app, tool_name, args) - Call a tool asynchronously
• list_mcp_tools(app) - List all available tools
• run_tool_test(app, tool_name, json_args) - Run a tool test with JSON args
• run_http_tool_test(http_server_command, port, tool_name, args, env) - Test over HTTP

Measurement Utilities

• measure_tool_list(app) - Get (tool_count, total_chars) tuple
• measure_tool_list_detailed(app, server_name) - Get detailed measurement
• get_tool_details(app) - Get per-tool size breakdown

Prompt Utilities

• get_prompt_text(app, prompt_name, arguments) - Get prompt text content
• list_prompts(app) - List all available prompts

Development

# Install dependencies
uv sync --extra dev

# Run tests
uv run poe test

# Format and lint
uv run poe fix

# Run all checks
uv run poe check

License

MIT License - see LICENSE for details.