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| import base64 | |
| from pathlib import Path | |
| from typing import TYPE_CHECKING, Union | |
| 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 ( | |
| ImageContent, | |
| TextContent, | |
| TextResourceContents, | |
| BlobResourceContents, | |
| ) | |
| from pydantic import AnyUrl | |
| 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() | |
| assert mcp.name == "FastMCP" | |
| async def test_add_tool_decorator(self): | |
| mcp = FastMCP() | |
| 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"): | |
| # Missing parentheses #type: ignore | |
| def add(x: int, y: int) -> int: | |
| return x + y | |
| async def test_add_resource_decorator(self): | |
| mcp = FastMCP() | |
| 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" | |
| ): | |
| # 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 error_tool_fn() -> None: | |
| raise ValueError("Test error") | |
| def image_tool_fn(path: str) -> Image: | |
| return Image(path) | |
| def mixed_content_tool_fn() -> list[Union[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_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""" | |
| # 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) == 4 | |
| # Check text conversion | |
| content1 = result.content[0] | |
| assert isinstance(content1, TextContent) | |
| assert content1.text == "text message" | |
| # 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 dict conversion | |
| content3 = result.content[2] | |
| assert isinstance(content3, TextContent) | |
| assert '"key": "value"' in content3.text | |
| # Check direct TextContent | |
| content4 = result.content[3] | |
| assert isinstance(content4, TextContent) | |
| assert content4.text == "direct content" | |
| 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"): | |
| 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"): | |
| 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() | |
| 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() | |
| 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"): | |
| 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() | |
| 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"): | |
| 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() | |
| 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() | |
| 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): | |
| """Test that context logging methods work.""" | |
| mcp = FastMCP() | |
| def logging_tool(msg: str, ctx: Context) -> str: | |
| ctx.debug("Debug message") | |
| ctx.info("Info message") | |
| ctx.warning("Warning message") | |
| ctx.error("Error message") | |
| return f"Logged messages for {msg}" | |
| mcp.add_tool(logging_tool) | |
| 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 | |
| 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() | |
| def test_resource() -> str: | |
| return "resource data" | |
| async def tool_with_resource(ctx: Context) -> str: | |
| data = await ctx.read_resource("test://data") | |
| return f"Read resource: {data}" | |
| 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() | |
| 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() | |
| 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() | |
| 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"): | |
| # type: ignore | |
| def fn() -> str: | |
| return "Hello, world!" | |
| async def test_list_prompts(self): | |
| """Test listing prompts through MCP protocol.""" | |
| mcp = FastMCP() | |
| 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() | |
| 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() | |
| 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() | |
| 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") | |