fastmcp/tests/server/test_server.py
2025-04-11 10:51:07 -04:00

740 lines
26 KiB
Python

import base64
import json
from pathlib import Path
from typing import TYPE_CHECKING
import pytest
from mcp.shared.exceptions import McpError
from mcp.shared.memory import (
create_connected_server_and_client_session as client_session,
)
from mcp.types import (
BlobResourceContents,
ImageContent,
TextContent,
TextResourceContents,
)
from pydantic import AnyUrl, Field
from fastmcp import Context, FastMCP
from fastmcp.prompts.base import EmbeddedResource, Message, UserMessage
from fastmcp.resources import FileResource, FunctionResource
from fastmcp.utilities.types import Image
if TYPE_CHECKING:
from fastmcp import Context
class TestServer:
async def test_create_server(self):
mcp = FastMCP(instructions="Server instructions")
assert mcp.name == "FastMCP"
assert mcp.instructions == "Server instructions"
async def test_non_ascii_description(self):
"""Test that FastMCP handles non-ASCII characters in descriptions correctly"""
mcp = FastMCP()
@mcp.tool(
description=(
"🌟 This tool uses emojis and UTF-8 characters: á é í ó ú ñ 漢字 🎉"
)
)
def hello_world(name: str = "世界") -> str:
return f"¡Hola, {name}! 👋"
async with client_session(mcp._mcp_server) as client:
tools = await client.list_tools()
assert len(tools.tools) == 1
tool = tools.tools[0]
assert tool.description is not None
assert "🌟" in tool.description
assert "漢字" in tool.description
assert "🎉" in tool.description
result = await client.call_tool("hello_world", {})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert "¡Hola, 世界! 👋" == content.text
async def test_add_tool_decorator(self):
mcp = FastMCP()
@mcp.tool()
def add(x: int, y: int) -> int:
return x + y
assert len(mcp._tool_manager.list_tools()) == 1
async def test_add_tool_decorator_incorrect_usage(self):
mcp = FastMCP()
with pytest.raises(TypeError, match="The @tool decorator was used incorrectly"):
@mcp.tool # Missing parentheses #type: ignore
def add(x: int, y: int) -> int:
return x + y
async def test_add_resource_decorator(self):
mcp = FastMCP()
@mcp.resource("r://{x}")
def get_data(x: str) -> str:
return f"Data: {x}"
assert len(mcp._resource_manager._templates) == 1
async def test_add_resource_decorator_incorrect_usage(self):
mcp = FastMCP()
with pytest.raises(
TypeError, match="The @resource decorator was used incorrectly"
):
@mcp.resource # Missing parentheses #type: ignore
def get_data(x: str) -> str:
return f"Data: {x}"
def tool_fn(x: int, y: int) -> int:
return x + y
def tool_fn_list() -> list[str | int]:
return ["x", 2]
def error_tool_fn() -> None:
raise ValueError("Test error")
def image_tool_fn(path: str) -> Image:
return Image(path)
def mixed_content_tool_fn() -> list[TextContent | ImageContent]:
return [
TextContent(type="text", text="Hello"),
ImageContent(type="image", data="abc", mimeType="image/png"),
]
class TestServerTools:
async def test_add_tool(self):
mcp = FastMCP()
mcp.add_tool(tool_fn)
mcp.add_tool(tool_fn)
assert len(mcp._tool_manager.list_tools()) == 1
async def test_list_tools(self):
mcp = FastMCP()
mcp.add_tool(tool_fn)
async with client_session(mcp._mcp_server) as client:
tools = await client.list_tools()
assert len(tools.tools) == 1
async def test_call_tool(self):
mcp = FastMCP()
mcp.add_tool(tool_fn)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("my_tool", {"arg1": "value"})
assert not hasattr(result, "error")
assert len(result.content) > 0
async def test_tool_exception_handling(self):
mcp = FastMCP()
mcp.add_tool(error_tool_fn)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("error_tool_fn", {})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert "Test error" in content.text
assert result.isError is True
async def test_tool_error_handling(self):
mcp = FastMCP()
mcp.add_tool(error_tool_fn)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("error_tool_fn", {})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert "Test error" in content.text
assert result.isError is True
async def test_tool_error_details(self):
"""Test that exception details are properly formatted in the response"""
mcp = FastMCP()
mcp.add_tool(error_tool_fn)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("error_tool_fn", {})
content = result.content[0]
assert isinstance(content, TextContent)
assert isinstance(content.text, str)
assert "Test error" in content.text
assert result.isError is True
async def test_tool_return_value_conversion(self):
mcp = FastMCP()
mcp.add_tool(tool_fn)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("tool_fn", {"x": 1, "y": 2})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert content.text == "3"
async def test_tool_returns_list(self):
mcp = FastMCP()
mcp.add_tool(tool_fn_list)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("tool_fn_list", {})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert json.loads(content.text) == ["x", 2]
async def test_tool_image_helper(self, tmp_path: Path):
# Create a test image
image_path = tmp_path / "test.png"
image_path.write_bytes(b"fake png data")
mcp = FastMCP()
mcp.add_tool(image_tool_fn)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("image_tool_fn", {"path": str(image_path)})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, ImageContent)
assert content.type == "image"
assert content.mimeType == "image/png"
# Verify base64 encoding
decoded = base64.b64decode(content.data)
assert decoded == b"fake png data"
async def test_tool_mixed_content(self):
mcp = FastMCP()
mcp.add_tool(mixed_content_tool_fn)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("mixed_content_tool_fn", {})
assert len(result.content) == 2
content1 = result.content[0]
content2 = result.content[1]
assert isinstance(content1, TextContent)
assert content1.text == "Hello"
assert isinstance(content2, ImageContent)
assert content2.mimeType == "image/png"
assert content2.data == "abc"
async def test_tool_mixed_list_with_image(self, tmp_path: Path):
"""Test that lists containing Image objects and other types are handled
correctly. Note that the non-MCP content will be grouped together."""
# Create a test image
image_path = tmp_path / "test.png"
image_path.write_bytes(b"test image data")
def mixed_list_fn() -> list:
return [
"text message",
Image(image_path),
{"key": "value"},
TextContent(type="text", text="direct content"),
]
mcp = FastMCP()
mcp.add_tool(mixed_list_fn)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("mixed_list_fn", {})
assert len(result.content) == 3
# Check text conversion
content1 = result.content[0]
assert isinstance(content1, TextContent)
assert json.loads(content1.text) == ["text message", {"key": "value"}]
# Check image conversion
content2 = result.content[1]
assert isinstance(content2, ImageContent)
assert content2.mimeType == "image/png"
assert base64.b64decode(content2.data) == b"test image data"
# Check direct TextContent
content3 = result.content[2]
assert isinstance(content3, TextContent)
assert content3.text == "direct content"
async def test_parameter_descriptions(self):
mcp = FastMCP("Test Server")
@mcp.tool()
def greet(
name: str = Field(description="The name to greet"),
title: str = Field(description="Optional title", default=""),
) -> str:
"""A greeting tool"""
return f"Hello {title} {name}"
tools = await mcp.list_tools()
assert len(tools) == 1
tool = tools[0]
# Check that parameter descriptions are present in the schema
properties = tool.inputSchema["properties"]
assert "name" in properties
assert properties["name"]["description"] == "The name to greet"
assert "title" in properties
assert properties["title"]["description"] == "Optional title"
class TestServerResources:
async def test_text_resource(self):
mcp = FastMCP()
def get_text():
return "Hello, world!"
resource = FunctionResource(
uri=AnyUrl("resource://test"), name="test", fn=get_text
)
mcp.add_resource(resource)
async with client_session(mcp._mcp_server) as client:
result = await client.read_resource(AnyUrl("resource://test"))
assert isinstance(result.contents[0], TextResourceContents)
assert result.contents[0].text == "Hello, world!"
async def test_binary_resource(self):
mcp = FastMCP()
def get_binary():
return b"Binary data"
resource = FunctionResource(
uri=AnyUrl("resource://binary"),
name="binary",
fn=get_binary,
mime_type="application/octet-stream",
)
mcp.add_resource(resource)
async with client_session(mcp._mcp_server) as client:
result = await client.read_resource(AnyUrl("resource://binary"))
assert isinstance(result.contents[0], BlobResourceContents)
assert result.contents[0].blob == base64.b64encode(b"Binary data").decode()
async def test_file_resource_text(self, tmp_path: Path):
mcp = FastMCP()
# Create a text file
text_file = tmp_path / "test.txt"
text_file.write_text("Hello from file!")
resource = FileResource(
uri=AnyUrl("file://test.txt"), name="test.txt", path=text_file
)
mcp.add_resource(resource)
async with client_session(mcp._mcp_server) as client:
result = await client.read_resource(AnyUrl("file://test.txt"))
assert isinstance(result.contents[0], TextResourceContents)
assert result.contents[0].text == "Hello from file!"
async def test_file_resource_binary(self, tmp_path: Path):
mcp = FastMCP()
# Create a binary file
binary_file = tmp_path / "test.bin"
binary_file.write_bytes(b"Binary file data")
resource = FileResource(
uri=AnyUrl("file://test.bin"),
name="test.bin",
path=binary_file,
mime_type="application/octet-stream",
)
mcp.add_resource(resource)
async with client_session(mcp._mcp_server) as client:
result = await client.read_resource(AnyUrl("file://test.bin"))
assert isinstance(result.contents[0], BlobResourceContents)
assert (
result.contents[0].blob
== base64.b64encode(b"Binary file data").decode()
)
class TestServerResourceTemplates:
async def test_resource_with_params(self):
"""Test that a resource with function parameters raises an error if the URI
parameters don't match"""
mcp = FastMCP()
with pytest.raises(ValueError, match="Mismatch between URI parameters"):
@mcp.resource("resource://data")
def get_data_fn(param: str) -> str:
return f"Data: {param}"
async def test_resource_with_uri_params(self):
"""Test that a resource with URI parameters is automatically a template"""
mcp = FastMCP()
with pytest.raises(ValueError, match="Mismatch between URI parameters"):
@mcp.resource("resource://{param}")
def get_data() -> str:
return "Data"
async def test_resource_with_untyped_params(self):
"""Test that a resource with untyped parameters raises an error"""
mcp = FastMCP()
@mcp.resource("resource://{param}")
def get_data(param) -> str:
return "Data"
async def test_resource_matching_params(self):
"""Test that a resource with matching URI and function parameters works"""
mcp = FastMCP()
@mcp.resource("resource://{name}/data")
def get_data(name: str) -> str:
return f"Data for {name}"
async with client_session(mcp._mcp_server) as client:
result = await client.read_resource(AnyUrl("resource://test/data"))
assert isinstance(result.contents[0], TextResourceContents)
assert result.contents[0].text == "Data for test"
async def test_resource_mismatched_params(self):
"""Test that mismatched parameters raise an error"""
mcp = FastMCP()
with pytest.raises(ValueError, match="Mismatch between URI parameters"):
@mcp.resource("resource://{name}/data")
def get_data(user: str) -> str:
return f"Data for {user}"
async def test_resource_multiple_params(self):
"""Test that multiple parameters work correctly"""
mcp = FastMCP()
@mcp.resource("resource://{org}/{repo}/data")
def get_data(org: str, repo: str) -> str:
return f"Data for {org}/{repo}"
async with client_session(mcp._mcp_server) as client:
result = await client.read_resource(
AnyUrl("resource://cursor/fastmcp/data")
)
assert isinstance(result.contents[0], TextResourceContents)
assert result.contents[0].text == "Data for cursor/fastmcp"
async def test_resource_multiple_mismatched_params(self):
"""Test that mismatched parameters raise an error"""
mcp = FastMCP()
with pytest.raises(ValueError, match="Mismatch between URI parameters"):
@mcp.resource("resource://{org}/{repo}/data")
def get_data_mismatched(org: str, repo_2: str) -> str:
return f"Data for {org}"
"""Test that a resource with no parameters works as a regular resource"""
mcp = FastMCP()
@mcp.resource("resource://static")
def get_static_data() -> str:
return "Static data"
async with client_session(mcp._mcp_server) as client:
result = await client.read_resource(AnyUrl("resource://static"))
assert isinstance(result.contents[0], TextResourceContents)
assert result.contents[0].text == "Static data"
async def test_template_to_resource_conversion(self):
"""Test that templates are properly converted to resources when accessed"""
mcp = FastMCP()
@mcp.resource("resource://{name}/data")
def get_data(name: str) -> str:
return f"Data for {name}"
# Should be registered as a template
assert len(mcp._resource_manager._templates) == 1
assert len(await mcp.list_resources()) == 0
# When accessed, should create a concrete resource
resource = await mcp._resource_manager.get_resource("resource://test/data")
assert isinstance(resource, FunctionResource)
result = await resource.read()
assert result == "Data for test"
class TestContextInjection:
"""Test context injection in tools."""
async def test_context_detection(self):
"""Test that context parameters are properly detected."""
mcp = FastMCP()
def tool_with_context(x: int, ctx: Context) -> str:
return f"Request {ctx.request_id}: {x}"
tool = mcp._tool_manager.add_tool(tool_with_context)
assert tool.context_kwarg == "ctx"
async def test_context_injection(self):
"""Test that context is properly injected into tool calls."""
mcp = FastMCP()
def tool_with_context(x: int, ctx: Context) -> str:
assert ctx.request_id is not None
return f"Request {ctx.request_id}: {x}"
mcp.add_tool(tool_with_context)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("tool_with_context", {"x": 42})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert "Request" in content.text
assert "42" in content.text
async def test_async_context(self):
"""Test that context works in async functions."""
mcp = FastMCP()
async def async_tool(x: int, ctx: Context) -> str:
assert ctx.request_id is not None
return f"Async request {ctx.request_id}: {x}"
mcp.add_tool(async_tool)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("async_tool", {"x": 42})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert "Async request" in content.text
assert "42" in content.text
async def test_context_logging(self):
from unittest.mock import patch
import mcp.server.session
"""Test that context logging methods work."""
mcp = FastMCP()
async def logging_tool(msg: str, ctx: Context) -> str:
await ctx.debug("Debug message")
await ctx.info("Info message")
await ctx.warning("Warning message")
await ctx.error("Error message")
return f"Logged messages for {msg}"
mcp.add_tool(logging_tool)
with patch("mcp.server.session.ServerSession.send_log_message") as mock_log:
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("logging_tool", {"msg": "test"})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert "Logged messages for test" in content.text
assert mock_log.call_count == 4
mock_log.assert_any_call(
level="debug", data="Debug message", logger=None
)
mock_log.assert_any_call(level="info", data="Info message", logger=None)
mock_log.assert_any_call(
level="warning", data="Warning message", logger=None
)
mock_log.assert_any_call(
level="error", data="Error message", logger=None
)
async def test_optional_context(self):
"""Test that context is optional."""
mcp = FastMCP()
def no_context(x: int) -> int:
return x * 2
mcp.add_tool(no_context)
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("no_context", {"x": 21})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert content.text == "42"
async def test_context_resource_access(self):
"""Test that context can access resources."""
mcp = FastMCP()
@mcp.resource("test://data")
def test_resource() -> str:
return "resource data"
@mcp.tool()
async def tool_with_resource(ctx: Context) -> str:
r_iter = await ctx.read_resource("test://data")
r_list = list(r_iter)
assert len(r_list) == 1
r = r_list[0]
return f"Read resource: {r.content} with mime type {r.mime_type}"
async with client_session(mcp._mcp_server) as client:
result = await client.call_tool("tool_with_resource", {})
assert len(result.content) == 1
content = result.content[0]
assert isinstance(content, TextContent)
assert "Read resource: resource data" in content.text
class TestServerPrompts:
"""Test prompt functionality in FastMCP server."""
async def test_prompt_decorator(self):
"""Test that the prompt decorator registers prompts correctly."""
mcp = FastMCP()
@mcp.prompt()
def fn() -> str:
return "Hello, world!"
prompts = mcp._prompt_manager.list_prompts()
assert len(prompts) == 1
assert prompts[0].name == "fn"
# Don't compare functions directly since validate_call wraps them
content = await prompts[0].render()
assert isinstance(content[0].content, TextContent)
assert content[0].content.text == "Hello, world!"
async def test_prompt_decorator_with_name(self):
"""Test prompt decorator with custom name."""
mcp = FastMCP()
@mcp.prompt(name="custom_name")
def fn() -> str:
return "Hello, world!"
prompts = mcp._prompt_manager.list_prompts()
assert len(prompts) == 1
assert prompts[0].name == "custom_name"
content = await prompts[0].render()
assert isinstance(content[0].content, TextContent)
assert content[0].content.text == "Hello, world!"
async def test_prompt_decorator_with_description(self):
"""Test prompt decorator with custom description."""
mcp = FastMCP()
@mcp.prompt(description="A custom description")
def fn() -> str:
return "Hello, world!"
prompts = mcp._prompt_manager.list_prompts()
assert len(prompts) == 1
assert prompts[0].description == "A custom description"
content = await prompts[0].render()
assert isinstance(content[0].content, TextContent)
assert content[0].content.text == "Hello, world!"
def test_prompt_decorator_error(self):
"""Test error when decorator is used incorrectly."""
mcp = FastMCP()
with pytest.raises(TypeError, match="decorator was used incorrectly"):
@mcp.prompt # type: ignore
def fn() -> str:
return "Hello, world!"
async def test_list_prompts(self):
"""Test listing prompts through MCP protocol."""
mcp = FastMCP()
@mcp.prompt()
def fn(name: str, optional: str = "default") -> str:
return f"Hello, {name}!"
async with client_session(mcp._mcp_server) as client:
result = await client.list_prompts()
assert result.prompts is not None
assert len(result.prompts) == 1
prompt = result.prompts[0]
assert prompt.name == "fn"
assert prompt.arguments is not None
assert len(prompt.arguments) == 2
assert prompt.arguments[0].name == "name"
assert prompt.arguments[0].required is True
assert prompt.arguments[1].name == "optional"
assert prompt.arguments[1].required is False
async def test_get_prompt(self):
"""Test getting a prompt through MCP protocol."""
mcp = FastMCP()
@mcp.prompt()
def fn(name: str) -> str:
return f"Hello, {name}!"
async with client_session(mcp._mcp_server) as client:
result = await client.get_prompt("fn", {"name": "World"})
assert len(result.messages) == 1
message = result.messages[0]
assert message.role == "user"
content = message.content
assert isinstance(content, TextContent)
assert content.text == "Hello, World!"
async def test_get_prompt_with_resource(self):
"""Test getting a prompt that returns resource content."""
mcp = FastMCP()
@mcp.prompt()
def fn() -> Message:
return UserMessage(
content=EmbeddedResource(
type="resource",
resource=TextResourceContents(
uri=AnyUrl("file://file.txt"),
text="File contents",
mimeType="text/plain",
),
)
)
async with client_session(mcp._mcp_server) as client:
result = await client.get_prompt("fn")
assert len(result.messages) == 1
message = result.messages[0]
assert message.role == "user"
content = message.content
assert isinstance(content, EmbeddedResource)
resource = content.resource
assert isinstance(resource, TextResourceContents)
assert resource.text == "File contents"
assert resource.mimeType == "text/plain"
async def test_get_unknown_prompt(self):
"""Test error when getting unknown prompt."""
mcp = FastMCP()
async with client_session(mcp._mcp_server) as client:
with pytest.raises(McpError, match="Unknown prompt"):
await client.get_prompt("unknown")
async def test_get_prompt_missing_args(self):
"""Test error when required arguments are missing."""
mcp = FastMCP()
@mcp.prompt()
def prompt_fn(name: str) -> str:
return f"Hello, {name}!"
async with client_session(mcp._mcp_server) as client:
with pytest.raises(McpError, match="Missing required arguments"):
await client.get_prompt("prompt_fn")