FastMCP Extensions

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

Features

• MCP Server Factory: mcp_server() helper that creates FastMCP instances with built-in server info resources, MCP asset discovery (optional), and credential resolution.
• 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 the MCP Server Factory

The mcp_server function creates a FastMCP instance with built-in server info resources and optional credential resolution:

from fastmcp_extensions import mcp_server, MCPServerConfigArg

app = mcp_server(
    name="my-mcp-server",
    package_name="my-package",
    advertised_properties={
        "docs_url": "https://github.com/org/repo",
        "release_history_url": "https://github.com/org/repo/releases",
    },
    server_config_args=[
        MCPServerConfigArg(
            name="api_key",
            http_header_key="X-API-Key",
            env_var="MY_API_KEY",
            required=True,
            sensitive=True,
        ),
    ],
)

# Server info resource is automatically registered at {name}://server/info
# Get credentials from HTTP headers or environment variables
from fastmcp_extensions import get_mcp_config
api_key = get_mcp_config(app, "api_key")

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

Server Factory

• mcp_server - Create a FastMCP instance with built-in server info resource and auto-registration of decorated tools and assets.
• MCPServerConfigArg - Configuration for credential resolution and other server settings.
• get_mcp_config - Get a credential from HTTP headers or environment variables.

Annotations

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.