diff --git a/examples/01_basic_usage_example.py b/examples/01_basic_usage_example.py index 470dab9..d387458 100644 --- a/examples/01_basic_usage_example.py +++ b/examples/01_basic_usage_example.py @@ -1,4 +1,4 @@ -from examples.shared.apps.items import app # The FastAPI app +from examples.shared.apps.items import app # The FastAPI app from examples.shared.setup import setup_logging from fastapi_mcp import FastApiMCP @@ -15,4 +15,4 @@ if __name__ == "__main__": import uvicorn - uvicorn.run(app, host="0.0.0.0", port=8000) \ No newline at end of file + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/examples/02_full_schema_description_example.py b/examples/02_full_schema_description_example.py index 9750c33..9210e18 100644 --- a/examples/02_full_schema_description_example.py +++ b/examples/02_full_schema_description_example.py @@ -1,8 +1,8 @@ - """ This example shows how to describe the full response schema instead of just a response example. """ -from examples.shared.apps.items import app # The FastAPI app + +from examples.shared.apps.items import app # The FastAPI app from examples.shared.setup import setup_logging from fastapi_mcp import FastApiMCP @@ -22,5 +22,5 @@ if __name__ == "__main__": import uvicorn - + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/examples/03_custom_exposed_endpoints_example.py b/examples/03_custom_exposed_endpoints_example.py index 59e46e6..8d21ed8 100644 --- a/examples/03_custom_exposed_endpoints_example.py +++ b/examples/03_custom_exposed_endpoints_example.py @@ -6,7 +6,8 @@ - You can combine operation filtering with tag filtering (e.g., use `include_operations` with `include_tags`) - When combining filters, a greedy approach will be taken. Endpoints matching either criteria will be included """ -from examples.shared.apps.items import app # The FastAPI app + +from examples.shared.apps.items import app # The FastAPI app from examples.shared.setup import setup_logging from fastapi_mcp import FastApiMCP @@ -24,7 +25,7 @@ # Filter by excluding specific operation IDs exclude_operations_mcp = FastApiMCP( - app, + app, name="Item API MCP - Excluded Operations", exclude_operations=["create_item", "update_item", "delete_item"], ) diff --git a/examples/04_separate_server_example.py b/examples/04_separate_server_example.py index e468557..80f10da 100644 --- a/examples/04_separate_server_example.py +++ b/examples/04_separate_server_example.py @@ -2,6 +2,7 @@ This example shows how to run the MCP server and the FastAPI app separately. You can create an MCP server from one FastAPI app, and mount it to a different app. """ + from fastapi import FastAPI from examples.shared.apps.items import app @@ -30,4 +31,4 @@ if __name__ == "__main__": import uvicorn - uvicorn.run(mcp_app, host="0.0.0.0", port=8000) \ No newline at end of file + uvicorn.run(mcp_app, host="0.0.0.0", port=8000) diff --git a/examples/05_reregister_tools_example.py b/examples/05_reregister_tools_example.py index d30ce49..14e6f41 100644 --- a/examples/05_reregister_tools_example.py +++ b/examples/05_reregister_tools_example.py @@ -1,15 +1,16 @@ """ This example shows how to re-register tools if you add endpoints after the MCP server was created. """ -from examples.shared.apps.items import app # The FastAPI app + +from examples.shared.apps.items import app # The FastAPI app from examples.shared.setup import setup_logging from fastapi_mcp import FastApiMCP setup_logging() -mcp = FastApiMCP(app) # Add MCP server to the FastAPI app -mcp.mount() # MCP server +mcp = FastApiMCP(app) # Add MCP server to the FastAPI app +mcp.mount() # MCP server # This endpoint will not be registered as a tool, since it was added after the MCP instance was created @@ -24,5 +25,5 @@ async def new_endpoint(): if __name__ == "__main__": import uvicorn - + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/examples/06_custom_mcp_router_example.py b/examples/06_custom_mcp_router_example.py index 83ea6ad..b69ac09 100644 --- a/examples/06_custom_mcp_router_example.py +++ b/examples/06_custom_mcp_router_example.py @@ -1,7 +1,8 @@ """ This example shows how to mount the MCP server to a specific APIRouter, giving a custom mount path. """ -from examples.shared.apps.items import app # The FastAPI app + +from examples.shared.apps.items import app # The FastAPI app from examples.shared.setup import setup_logging from fastapi import APIRouter @@ -9,7 +10,7 @@ setup_logging() -other_router = APIRouter(prefix="/other/route") +other_router = APIRouter(prefix="/other/route") app.include_router(other_router) mcp = FastApiMCP(app) @@ -21,5 +22,5 @@ if __name__ == "__main__": import uvicorn - + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/examples/07_configure_http_timeout_example.py b/examples/07_configure_http_timeout_example.py index eaab570..036c103 100644 --- a/examples/07_configure_http_timeout_example.py +++ b/examples/07_configure_http_timeout_example.py @@ -2,7 +2,8 @@ This example shows how to configure the HTTP client timeout for the MCP server. In case you have API endpoints that take longer than 5 seconds to respond, you can increase the timeout. """ -from examples.shared.apps.items import app # The FastAPI app + +from examples.shared.apps.items import app # The FastAPI app from examples.shared.setup import setup_logging import httpx @@ -12,14 +13,11 @@ setup_logging() -mcp = FastApiMCP( - app, - http_client=httpx.AsyncClient(timeout=20) -) +mcp = FastApiMCP(app, http_client=httpx.AsyncClient(timeout=20)) mcp.mount() if __name__ == "__main__": import uvicorn - + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/examples/08_auth_example_token_passthrough.py b/examples/08_auth_example_token_passthrough.py index 8f0b8f4..422f4ab 100644 --- a/examples/08_auth_example_token_passthrough.py +++ b/examples/08_auth_example_token_passthrough.py @@ -21,7 +21,8 @@ } ``` """ -from examples.shared.apps.items import app # The FastAPI app + +from examples.shared.apps.items import app # The FastAPI app from examples.shared.setup import setup_logging from fastapi import Depends @@ -34,11 +35,13 @@ # Scheme for the Authorization header token_auth_scheme = HTTPBearer() + # Create a private endpoint @app.get("/private") -async def private(token = Depends(token_auth_scheme)): +async def private(token=Depends(token_auth_scheme)): return token.credentials + # Create the MCP server with the token auth scheme mcp = FastApiMCP( app, @@ -54,5 +57,5 @@ async def private(token = Depends(token_auth_scheme)): if __name__ == "__main__": import uvicorn - - uvicorn.run(app, host="0.0.0.0", port=8000) \ No newline at end of file + + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/fastapi_mcp/openapi/convert.py b/fastapi_mcp/openapi/convert.py index 22e5c5e..cb0207d 100644 --- a/fastapi_mcp/openapi/convert.py +++ b/fastapi_mcp/openapi/convert.py @@ -9,6 +9,7 @@ generate_example_from_schema, resolve_schema_references, get_single_param_type_from_schema, + simplify_union_schema, ) logger = logging.getLogger(__name__) @@ -219,7 +220,10 @@ def convert_openapi_to_mcp_tools( param_desc = param.get("description", "") param_required = param.get("required", False) - properties[param_name] = param_schema.copy() + # Simplify union schemas to single type for MCP compatibility + simplified_schema = simplify_union_schema(param_schema) + + properties[param_name] = simplified_schema.copy() properties[param_name]["title"] = param_name if param_desc: properties[param_name]["description"] = param_desc @@ -227,7 +231,7 @@ def convert_openapi_to_mcp_tools( if "type" not in properties[param_name]: properties[param_name]["type"] = get_single_param_type_from_schema(param_schema) - if "default" in param_schema: + if "default" in param_schema and "default" not in properties[param_name]: properties[param_name]["default"] = param_schema["default"] if param_required: @@ -239,7 +243,10 @@ def convert_openapi_to_mcp_tools( param_desc = param.get("description", "") param_required = param.get("required", False) - properties[param_name] = param_schema.copy() + # Simplify union schemas to single type for MCP compatibility + simplified_schema = simplify_union_schema(param_schema) + + properties[param_name] = simplified_schema.copy() properties[param_name]["title"] = param_name if param_desc: properties[param_name]["description"] = param_desc @@ -247,7 +254,7 @@ def convert_openapi_to_mcp_tools( if "type" not in properties[param_name]: properties[param_name]["type"] = get_single_param_type_from_schema(param_schema) - if "default" in param_schema: + if "default" in param_schema and "default" not in properties[param_name]: properties[param_name]["default"] = param_schema["default"] if param_required: diff --git a/fastapi_mcp/openapi/utils.py b/fastapi_mcp/openapi/utils.py index 1821d57..070033d 100644 --- a/fastapi_mcp/openapi/utils.py +++ b/fastapi_mcp/openapi/utils.py @@ -16,6 +16,42 @@ def get_single_param_type_from_schema(param_schema: Dict[str, Any]) -> str: return param_schema.get("type", "string") +def simplify_union_schema(param_schema: Dict[str, Any]) -> Dict[str, Any]: + """ + Simplify a union schema to a single schema for MCP compatibility. + Preserves important properties like 'items' for arrays. + + Args: + param_schema: The parameter schema that may contain anyOf/oneOf + + Returns: + A simplified schema with a single type + """ + # Return as-is if not a union + if "anyOf" not in param_schema and "oneOf" not in param_schema: + return param_schema + + # Get union schemas + union_schemas = param_schema.get("anyOf", param_schema.get("oneOf", [])) + + # Filter out null types + non_null_schemas = [s for s in union_schemas if s.get("type") != "null"] + + if not non_null_schemas: + # All schemas were null, return string as default + return {"type": "string"} + + # Use the first non-null schema, preserving all its properties + result = non_null_schemas[0].copy() + + # Preserve important properties from parent schema + for key in ["title", "description", "default"]: + if key in param_schema and key not in result: + result[key] = param_schema[key] + + return result + + def resolve_schema_references(schema_part: Dict[str, Any], reference_schema: Dict[str, Any]) -> Dict[str, Any]: """ Resolve schema references in OpenAPI schemas. diff --git a/tests/test_mcp_execute_api_tool.py b/tests/test_mcp_execute_api_tool.py index cc05d34..a492f65 100644 --- a/tests/test_mcp_execute_api_tool.py +++ b/tests/test_mcp_execute_api_tool.py @@ -10,183 +10,150 @@ async def test_execute_api_tool_success(simple_fastapi_app: FastAPI): """Test successful execution of an API tool.""" mcp = FastApiMCP(simple_fastapi_app) - + # Mock the HTTP client response mock_response = MagicMock() mock_response.json.return_value = {"id": 1, "name": "Test Item"} mock_response.status_code = 200 mock_response.text = '{"id": 1, "name": "Test Item"}' - + # Mock the HTTP client mock_client = AsyncMock() mock_client.get.return_value = mock_response - + # Test parameters tool_name = "get_item" arguments = {"item_id": 1} - + # Execute the tool - with patch.object(mcp, '_http_client', mock_client): + with patch.object(mcp, "_http_client", mock_client): result = await mcp._execute_api_tool( - client=mock_client, - tool_name=tool_name, - arguments=arguments, - operation_map=mcp.operation_map + client=mock_client, tool_name=tool_name, arguments=arguments, operation_map=mcp.operation_map ) - + # Verify the result assert len(result) == 1 assert isinstance(result[0], TextContent) assert result[0].text == '{\n "id": 1,\n "name": "Test Item"\n}' - + # Verify the HTTP client was called correctly - mock_client.get.assert_called_once_with( - "/items/1", - params={}, - headers={} - ) + mock_client.get.assert_called_once_with("/items/1", params={}, headers={}) @pytest.mark.asyncio async def test_execute_api_tool_with_query_params(simple_fastapi_app: FastAPI): """Test execution of an API tool with query parameters.""" mcp = FastApiMCP(simple_fastapi_app) - + # Mock the HTTP client response mock_response = MagicMock() mock_response.json.return_value = [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}] mock_response.status_code = 200 mock_response.text = '[{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}]' - + # Mock the HTTP client mock_client = AsyncMock() mock_client.get.return_value = mock_response - + # Test parameters tool_name = "list_items" arguments = {"skip": 0, "limit": 2} - + # Execute the tool - with patch.object(mcp, '_http_client', mock_client): + with patch.object(mcp, "_http_client", mock_client): result = await mcp._execute_api_tool( - client=mock_client, - tool_name=tool_name, - arguments=arguments, - operation_map=mcp.operation_map + client=mock_client, tool_name=tool_name, arguments=arguments, operation_map=mcp.operation_map ) - + # Verify the result assert len(result) == 1 assert isinstance(result[0], TextContent) - + # Verify the HTTP client was called with query parameters - mock_client.get.assert_called_once_with( - "/items/", - params={"skip": 0, "limit": 2}, - headers={} - ) + mock_client.get.assert_called_once_with("/items/", params={"skip": 0, "limit": 2}, headers={}) @pytest.mark.asyncio async def test_execute_api_tool_with_body(simple_fastapi_app: FastAPI): """Test execution of an API tool with request body.""" mcp = FastApiMCP(simple_fastapi_app) - + # Mock the HTTP client response mock_response = MagicMock() mock_response.json.return_value = {"id": 1, "name": "New Item"} mock_response.status_code = 200 mock_response.text = '{"id": 1, "name": "New Item"}' - + # Mock the HTTP client mock_client = AsyncMock() mock_client.post.return_value = mock_response - + # Test parameters tool_name = "create_item" arguments = { - "item": { - "id": 1, - "name": "New Item", - "price": 10.0, - "tags": ["tag1"], - "description": "New item description" - } + "item": {"id": 1, "name": "New Item", "price": 10.0, "tags": ["tag1"], "description": "New item description"} } - + # Execute the tool - with patch.object(mcp, '_http_client', mock_client): + with patch.object(mcp, "_http_client", mock_client): result = await mcp._execute_api_tool( - client=mock_client, - tool_name=tool_name, - arguments=arguments, - operation_map=mcp.operation_map + client=mock_client, tool_name=tool_name, arguments=arguments, operation_map=mcp.operation_map ) - + # Verify the result assert len(result) == 1 assert isinstance(result[0], TextContent) - + # Verify the HTTP client was called with the request body - mock_client.post.assert_called_once_with( - "/items/", - params={}, - headers={}, - json=arguments - ) + mock_client.post.assert_called_once_with("/items/", params={}, headers={}, json=arguments) @pytest.mark.asyncio async def test_execute_api_tool_with_non_ascii_chars(simple_fastapi_app: FastAPI): """Test execution of an API tool with non-ASCII characters.""" mcp = FastApiMCP(simple_fastapi_app) - + # Test data with both ASCII and non-ASCII characters test_data = { "id": 1, "name": "你好 World", # Chinese characters + ASCII "price": 10.0, "tags": ["tag1", "标签2"], # Chinese characters in tags - "description": "这是一个测试描述" # All Chinese characters + "description": "这是一个测试描述", # All Chinese characters } - + # Mock the HTTP client response mock_response = MagicMock() mock_response.json.return_value = test_data mock_response.status_code = 200 - mock_response.text = '{"id": 1, "name": "你好 World", "price": 10.0, "tags": ["tag1", "标签2"], "description": "这是一个测试描述"}' - + mock_response.text = ( + '{"id": 1, "name": "你好 World", "price": 10.0, "tags": ["tag1", "标签2"], "description": "这是一个测试描述"}' + ) + # Mock the HTTP client mock_client = AsyncMock() mock_client.get.return_value = mock_response - + # Test parameters tool_name = "get_item" arguments = {"item_id": 1} - + # Execute the tool - with patch.object(mcp, '_http_client', mock_client): + with patch.object(mcp, "_http_client", mock_client): result = await mcp._execute_api_tool( - client=mock_client, - tool_name=tool_name, - arguments=arguments, - operation_map=mcp.operation_map + client=mock_client, tool_name=tool_name, arguments=arguments, operation_map=mcp.operation_map ) - + # Verify the result assert len(result) == 1 assert isinstance(result[0], TextContent) - + # Verify that the response contains both ASCII and non-ASCII characters response_text = result[0].text assert "你好" in response_text # Chinese characters preserved assert "World" in response_text # ASCII characters preserved assert "标签2" in response_text # Chinese characters in tags preserved assert "这是一个测试描述" in response_text # All Chinese description preserved - + # Verify the HTTP client was called correctly - mock_client.get.assert_called_once_with( - "/items/1", - params={}, - headers={} - ) + mock_client.get.assert_called_once_with("/items/1", params={}, headers={}) diff --git a/tests/test_union_array_schema.py b/tests/test_union_array_schema.py new file mode 100644 index 0000000..c1f548f --- /dev/null +++ b/tests/test_union_array_schema.py @@ -0,0 +1,110 @@ +"""Test that Union types with arrays are handled correctly.""" + +from typing import Union, List +from fastapi import FastAPI +from pydantic import BaseModel +from fastapi_mcp import FastApiMCP + + +class RequestWithUnionArray(BaseModel): + """Request with a Union type containing an array.""" + + text: Union[str, List[str]] + keywords: List[str] + + +def test_union_array_schema_preservation(): + """Test that Union[str, List[str]] preserves the items property for arrays.""" + app = FastAPI() + + @app.post("/process") + def process_text(request: RequestWithUnionArray): + """Process text that can be a string or list of strings.""" + return {"processed": True} + + mcp = FastApiMCP(app) + + # Check that we have one tool + assert len(mcp.tools) == 1 + tool = mcp.tools[0] + + # Get the text property from the input schema + text_schema = tool.inputSchema["properties"]["text"] + + # The schema should have a type + assert "type" in text_schema + + # If it's an array type, it must have items + if text_schema["type"] == "array": + assert "items" in text_schema, "Array schema must have items property" + assert text_schema["items"]["type"] == "string" + + # The keywords property should also be properly formed + keywords_schema = tool.inputSchema["properties"]["keywords"] + assert keywords_schema["type"] == "array" + assert "items" in keywords_schema + assert keywords_schema["items"]["type"] == "string" + + +def test_complex_union_with_objects(): + """Test Union types with complex objects.""" + app = FastAPI() + + class NestedModel(BaseModel): + value: str + + class RequestWithComplexUnion(BaseModel): + data: Union[str, List[NestedModel]] + + @app.post("/complex") + def process_complex(request: RequestWithComplexUnion): + """Process complex union data.""" + return {"processed": True} + + mcp = FastApiMCP(app) + + assert len(mcp.tools) == 1 + tool = mcp.tools[0] + + # Get the data property + data_schema = tool.inputSchema["properties"]["data"] + + # Should have a type + assert "type" in data_schema + + # If array, must have items + if data_schema["type"] == "array": + assert "items" in data_schema + # The items should be objects with properties + if data_schema["items"]["type"] == "object": + assert "properties" in data_schema["items"] + + +def test_optional_union_array(): + """Test Optional Union types with arrays.""" + from typing import Optional + + app = FastAPI() + + class RequestWithOptionalUnion(BaseModel): + values: Optional[Union[str, List[int]]] = None + + @app.post("/optional") + def process_optional(request: RequestWithOptionalUnion): + """Process optional union data.""" + return {"processed": True} + + mcp = FastApiMCP(app) + + assert len(mcp.tools) == 1 + tool = mcp.tools[0] + + # Get the values property + values_schema = tool.inputSchema["properties"]["values"] + + # Should have a type (the simplifier should pick the first non-null type) + assert "type" in values_schema + + # For now, let's just check that it doesn't break. 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