diff --git a/packages/mcp/pyproject.toml b/packages/mcp/pyproject.toml index b078493..a83e3b2 100644 --- a/packages/mcp/pyproject.toml +++ b/packages/mcp/pyproject.toml @@ -38,6 +38,9 @@ crewai = [ "crewai>=0.86.0", "nest-asyncio>=1.6.0", ] +pydantic-ai = [ + "pydantic-ai>=0.2.0", +] test = [ "pytest>=8.4.1", "pytest-asyncio>=1.1.0", @@ -49,6 +52,7 @@ test = [ "langchain>=1.0.5", "langchain-openai>=1.0.2", "crewai>=0.86.0", + "pydantic-ai>=0.2.0", ] [project.urls] diff --git a/packages/mcp/src/keycardai/mcp/client/integrations/__init__.py b/packages/mcp/src/keycardai/mcp/client/integrations/__init__.py index 132e21a..697c135 100644 --- a/packages/mcp/src/keycardai/mcp/client/integrations/__init__.py +++ b/packages/mcp/src/keycardai/mcp/client/integrations/__init__.py @@ -39,3 +39,10 @@ except ImportError: pass +# Try to import Pydantic AI integration +try: + from . import pydantic_agents # noqa: F401 + __all__.extend(["pydantic_agents"]) +except ImportError: + pass + diff --git a/packages/mcp/src/keycardai/mcp/client/integrations/pydantic_agents.py b/packages/mcp/src/keycardai/mcp/client/integrations/pydantic_agents.py new file mode 100644 index 0000000..a2135be --- /dev/null +++ b/packages/mcp/src/keycardai/mcp/client/integrations/pydantic_agents.py @@ -0,0 +1,445 @@ +""" +Pydantic AI agents adapter for KeycardAI MCP client. + +Provides a clean API for integrating MCP tools with Pydantic AI agents: +- Automatic auth detection and handling +- System prompt generation with auth context +- MCP tools converted to Pydantic AI tools +- Auth request tools for agent +""" + +import json +import logging +from collections.abc import Awaitable, Callable +from typing import Any + +from pydantic import BaseModel, Field, create_model +from pydantic_ai import Tool + +from ..client import Client +from .auth_tools import AuthToolHandler, DefaultAuthToolHandler + +logger = logging.getLogger(__name__) + + +class PydanticAIClient: + """ + Pydantic AI agents adapter for MCP client. + + Wraps MCP client to provide: + - get_system_prompt(): Instructions with auth awareness + - get_tools(): MCP tools converted to Pydantic AI tools + - get_auth_tools(): Tools for requesting authentication + + Usage: + async with pydantic_agents.create_client(mcp_client) as client: + agent = Agent( + "openai:gpt-4o", + system_prompt=client.get_system_prompt("Be helpful"), + tools=client.get_tools() + client.get_auth_tools(), + ) + """ + + def __init__( + self, + mcp_client: Client, + auth_tool_handler: AuthToolHandler | None = None, + auth_hook_closure: Callable[[], Awaitable[None]] | None = None, + auth_prompt: str | None = None, + ): + """ + Initialize adapter. + + Args: + mcp_client: KeycardAI MCP client + auth_tool_handler: Optional custom handler for auth requests. + If not provided, uses DefaultAuthToolHandler which returns + auth messages for the agent to display. + For custom flows (Slack, email, etc.), provide your own handler. + auth_hook_closure: Optional async function called when auth is needed + auth_prompt: Optional custom authentication prompt to include in system message + """ + self._mcp_client = mcp_client + self._auth_tool_handler = auth_tool_handler or DefaultAuthToolHandler() + self._pending_challenges: list[dict[str, Any]] = [] + self._authenticated_servers: list[str] = [] + self._auth_hook_closure = auth_hook_closure + self._tools_cache: list[Tool[Any]] = [] + self.auth_prompt = auth_prompt + + async def __aenter__(self) -> "PydanticAIClient": + """ + Connect and analyze auth status. + + Returns: + Self for use in async with statement + """ + await self._mcp_client.connect() + + self._pending_challenges = await self._mcp_client.get_auth_challenges() + + if self._pending_challenges and self._auth_hook_closure: + try: + await self._auth_hook_closure() + except Exception as e: + logger.error(f"Error in auth hook closure: {e}", exc_info=True) + + try: + tool_infos = await self._mcp_client.list_tools() + # Group tools by server to determine which servers are authenticated + servers_with_tools = {info.server for info in tool_infos} + self._authenticated_servers = list(servers_with_tools) + except (AttributeError, Exception) as e: + # Session not fully connected (likely pending auth) + # No authenticated servers available yet + logger.error(f"Error listing tools: {e}", exc_info=True) + self._authenticated_servers = [] + + return self + + async def __aexit__(self, exc_type, exc_value, traceback): + """Exit context manager.""" + # MCP client manages its own lifecycle + pass + + def get_system_prompt(self, base_instructions: str) -> str: + """ + Generate system prompt with auth awareness. + + If services need auth, adds instructions about using auth tool. + Otherwise, returns base instructions unchanged. + + Args: + base_instructions: Your base agent instructions + + Returns: + System prompt (possibly augmented with auth instructions) + + Example: + >>> prompt = client.get_system_prompt("You are a helpful assistant") + >>> # If auth needed: + >>> # "You are a helpful assistant\n\n**AUTH REQUIRED**..." + >>> # If authenticated: + >>> # "You are a helpful assistant" + """ + if not self._pending_challenges: + return base_instructions + + pending_services = [c["server"] for c in self._pending_challenges] + + auth_section = ( + self.auth_prompt + or f""" +**AUTHENTICATION STATUS:** +The following services require user authorization: {", ".join(pending_services)} +**IMPORTANT:** When the user requests an action that requires one of these services: +1. Call the `request_authentication` tool with: + - service: The service name (e.g., "{pending_services[0]}") + - reason: Brief explanation (e.g., "To access your calendar") +2. The tool will initiate the authorization flow and send the auth link to the user +3. Inform the user that you've initiated authorization and they should check for the link +4. After the user authorizes, you will automatically gain access to use that service +**Note:** You already have access to: {", ".join(self._authenticated_servers) if self._authenticated_servers else "no services yet"} +""" + ) + + return base_instructions + auth_section + + async def get_tools(self) -> list[Tool[Any]]: + """ + Get MCP tools converted to Pydantic AI tools. + + Only returns tools from servers that are authenticated. + Servers requiring auth are excluded until authorization completes. + + Returns: + List of Pydantic AI Tool objects + + Example: + >>> tools = await client.get_tools() + >>> # If slack authenticated but gmail not: + >>> # Returns tools from slack only + >>> # Gmail tools excluded until user authorizes + """ + if self._tools_cache: + return self._tools_cache + + tools = [] + for server_name in self._authenticated_servers: + try: + tool_infos = await self._mcp_client.list_tools(server_name) + + for tool_info in tool_infos: + pydantic_tool = self._convert_mcp_tool_to_pydantic_ai( + tool_info.tool, tool_info.server + ) + tools.append(pydantic_tool) + + except Exception as e: + logger.error( + f"Failed to load tools from server {server_name}: {e}", + exc_info=True, + ) + continue + + self._tools_cache = tools + return tools + + def _convert_mcp_tool_to_pydantic_ai( + self, mcp_tool: Any, server_name: str + ) -> Tool[Any]: + """ + Convert an MCP tool to a Pydantic AI Tool. + + Args: + mcp_tool: MCP Tool object + server_name: Name of the server this tool belongs to + + Returns: + Pydantic AI Tool + """ + tool_name = mcp_tool.name + tool_description = ( + mcp_tool.description or f"Tool {tool_name} from {server_name}" + ) + + input_schema = mcp_tool.inputSchema if hasattr(mcp_tool, "inputSchema") else {} + + # Create Pydantic model for the input schema + if input_schema and isinstance(input_schema, dict): + self._schema_to_pydantic(input_schema, tool_name) + else: + pass + + async def invoke_tool(**kwargs) -> str: + """Invoke the MCP tool.""" + try: + result = await self._mcp_client.call_tool( + tool_name, kwargs, server_name=server_name + ) + + if isinstance(result, dict): + if "content" in result: + texts = [] + for item in result.get("content", []): + if isinstance(item, dict): + if item.get("type") == "text": + texts.append(item.get("text", "")) + else: + texts.append(str(item)) + else: + if hasattr(item, "text"): + texts.append(item.text) + else: + texts.append(str(item)) + return "\n".join(texts) if texts else "" + else: + return json.dumps(result, indent=2) + elif isinstance(result, str): + return result + else: + return str(result) + + except Exception as e: + logger.error( + f"Error calling tool {tool_name} on {server_name}: {e}", + exc_info=True, + ) + return f"Error: {str(e)}" + + # Create the Pydantic AI tool + return Tool( + invoke_tool, + name=tool_name, + description=tool_description, + ) + + def _schema_to_pydantic(self, json_schema: dict, tool_name: str) -> type[BaseModel]: + """ + Convert JSON schema to Pydantic model for Pydantic AI. + + Args: + json_schema: JSON schema dict + tool_name: Name of the tool (for model naming) + + Returns: + Pydantic model class + """ + properties = json_schema.get("properties", {}) + required = json_schema.get("required", []) + + field_definitions = {} + for field_name, field_info in properties.items(): + field_type = self._json_type_to_python(field_info.get("type", "string")) + field_description = field_info.get("description", "") + + if field_name in required: + field_definitions[field_name] = ( + field_type, + Field(..., description=field_description), + ) + else: + field_definitions[field_name] = ( + field_type | None, + Field(None, description=field_description), + ) + + model_name = f"{tool_name.replace('-', '_').replace(' ', '_')}_Input" + return create_model(model_name, **field_definitions) + + def _json_type_to_python(self, json_type: str) -> type: + """ + Convert JSON schema type to Python type. + + Args: + json_type: JSON schema type string + + Returns: + Python type + """ + type_map = { + "string": str, + "number": float, + "integer": int, + "boolean": bool, + "array": list, + "object": dict, + } + return type_map.get(json_type, str) + + async def get_auth_tools(self) -> list[Tool[Any]]: + """ + Get authentication request tools for the agent. + + Returns a tool that allows the agent to request user authentication + when needed. If all services are authenticated, returns empty list. + + Returns: + List with one auth request tool (or empty if no auth needed) + + Example: + >>> tools = await client.get_auth_tools() + >>> # If auth needed: + >>> # [Tool(name="request_authentication", ...)] + >>> # If all authenticated: + >>> # [] + """ + if not self._pending_challenges: + return [] + + pending_services = [c["server"] for c in self._pending_challenges] + + # Capture self for closure + client = self + + async def request_authentication(service: str, reason: str) -> str: + """ + Request user authentication for a service. + + Args: + service: Service name (e.g., "slack", "gmail") + reason: User-friendly explanation of why auth is needed + + Returns: + Status message indicating auth flow initiated + """ + challenge = next( + (c for c in client._pending_challenges if c["server"] == service), + None, + ) + + if not challenge: + return ( + f"Service '{service}' is already authenticated or not configured." + ) + + try: + result = await client._auth_tool_handler.handle_auth_request( + service=service, + reason=reason, + challenge=challenge, + ) + return result + except Exception as e: + logger.error(f"Handler error: {e}", exc_info=True) + # Don't expose internal exception details to agent + return "Failed to initiate authorization. Please try again or contact support." + + tool = Tool( + request_authentication, + name="request_authentication", + description=f"Request user authentication for services that need it. Available services: {', '.join(pending_services)}. Call this when the user wants to use one of these services.", + ) + + return [tool] + + +def create_client( + mcp_client: Client, + auth_tool_handler: AuthToolHandler | None = None, + auth_hook_closure: Callable[[], Awaitable[None]] | None = None, +) -> PydanticAIClient: + """ + Get Pydantic AI agents adapter for MCP client. + + Use as context manager for automatic lifecycle management. + + Args: + mcp_client: KeycardAI MCP client + auth_tool_handler: Optional custom handler for auth requests. + Subclass AuthToolHandler to customize how auth links are sent. + Built-in options: SlackAuthToolHandler, ConsoleAuthToolHandler + Default: DefaultAuthToolHandler (returns message for agent) + auth_hook_closure: Optional async function called when auth is needed + + Returns: + Pydantic AI client adapter + + Example - Basic usage with default handler: + >>> from pydantic_ai import Agent + >>> from keycardai.mcp.client.integrations import pydantic_agents + >>> + >>> async with pydantic_agents.create_client(mcp_client) as client: + ... agent = Agent( + ... "openai:gpt-4o", + ... system_prompt=client.get_system_prompt("Be helpful"), + ... tools=await client.get_tools() + await client.get_auth_tools(), + ... ) + ... result = await agent.run("Hi") + + Example - Slack integration: + >>> from keycardai.mcp.client.integrations.auth_tools import SlackAuthToolHandler + >>> + >>> handler = SlackAuthToolHandler( + ... slack_client=slack_client, + ... channel_id=channel_id, + ... thread_ts=thread_ts + ... ) + >>> async with pydantic_agents.create_client(mcp_client, auth_tool_handler=handler) as client: + ... # Auth links will be sent directly to Slack thread + + Example - Console/CLI: + >>> from keycardai.mcp.client.integrations.auth_tools import ConsoleAuthToolHandler + >>> + >>> handler = ConsoleAuthToolHandler() + >>> async with pydantic_agents.create_client(mcp_client, auth_tool_handler=handler) as client: + ... # Auth links will be printed to console + + Example - With dependencies: + >>> from pydantic_ai import Agent + >>> from dataclasses import dataclass + >>> + >>> @dataclass + >>> class Deps: + ... user_id: str + >>> + >>> async with pydantic_agents.create_client(mcp_client) as client: + ... agent = Agent( + ... "openai:gpt-4o", + ... system_prompt=client.get_system_prompt("Be helpful"), + ... tools=await client.get_tools() + await client.get_auth_tools(), + ... deps_type=Deps, + ... ) + ... result = await agent.run("Hi", deps=Deps(user_id="123")) + """ + return PydanticAIClient(mcp_client, auth_tool_handler, auth_hook_closure) diff --git a/packages/mcp/tests/keycardai/mcp/client/integrations/test_pydantic_agents.py b/packages/mcp/tests/keycardai/mcp/client/integrations/test_pydantic_agents.py new file mode 100644 index 0000000..399b52b --- /dev/null +++ b/packages/mcp/tests/keycardai/mcp/client/integrations/test_pydantic_agents.py @@ -0,0 +1,247 @@ +"""Tests for Pydantic AI integration.""" + +from unittest.mock import AsyncMock, MagicMock + +import pytest + +# Note: These tests require pydantic-ai to be installed +# Run with: uv run --with pydantic-ai pytest tests/ + +pytest.importorskip("pydantic_ai") + + +def test_import_pydantic_ai_integration() -> None: + """Test that the Pydantic AI integration can be imported.""" + from keycardai.mcp.client.integrations import pydantic_agents + + assert pydantic_agents is not None + assert hasattr(pydantic_agents, "PydanticAIClient") + assert hasattr(pydantic_agents, "create_client") + + +def test_import_pydantic_ai_client() -> None: + """Test that PydanticAIClient can be imported directly.""" + from keycardai.mcp.client.integrations.pydantic_agents import ( + PydanticAIClient, + create_client, + ) + + assert PydanticAIClient is not None + assert create_client is not None + + +def test_pydantic_agents_in_integrations_all() -> None: + """Test that pydantic_agents is exported in integrations __all__.""" + from keycardai.mcp.client import integrations + + assert hasattr(integrations, "__all__") + assert "pydantic_agents" in integrations.__all__ + + +def test_create_client_returns_pydantic_ai_client() -> None: + """Test that create_client returns a PydanticAIClient instance.""" + from keycardai.mcp.client.integrations.pydantic_agents import ( + PydanticAIClient, + create_client, + ) + + mock_mcp_client = MagicMock() + client = create_client(mock_mcp_client) + + assert isinstance(client, PydanticAIClient) + + +def test_pydantic_ai_client_init() -> None: + """Test PydanticAIClient initialization.""" + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client) + + assert client._mcp_client is mock_mcp_client + assert client._pending_challenges == [] + assert client._authenticated_servers == [] + assert client._tools_cache == [] + + +def test_get_system_prompt_no_challenges() -> None: + """Test get_system_prompt returns base instructions when no auth needed.""" + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client) + client._pending_challenges = [] + + base_prompt = "You are a helpful assistant." + result = client.get_system_prompt(base_prompt) + + assert result == base_prompt + + +def test_get_system_prompt_with_challenges() -> None: + """Test get_system_prompt adds auth section when auth needed.""" + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client) + client._pending_challenges = [{"server": "test-service"}] + + base_prompt = "You are a helpful assistant." + result = client.get_system_prompt(base_prompt) + + assert base_prompt in result + assert "AUTHENTICATION STATUS" in result + assert "test-service" in result + + +def test_get_system_prompt_custom_auth_prompt() -> None: + """Test get_system_prompt uses custom auth prompt when provided.""" + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client, auth_prompt="Custom auth instructions") + client._pending_challenges = [{"server": "test-service"}] + + base_prompt = "You are a helpful assistant." + result = client.get_system_prompt(base_prompt) + + assert base_prompt in result + assert "Custom auth instructions" in result + + +@pytest.mark.asyncio +async def test_get_tools_empty_when_no_authenticated_servers() -> None: + """Test get_tools returns empty list when no servers authenticated.""" + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client) + client._authenticated_servers = [] + + tools = await client.get_tools() + + assert tools == [] + + +@pytest.mark.asyncio +async def test_get_tools_converts_mcp_tools() -> None: + """Test get_tools converts MCP tools to Pydantic AI tools.""" + from pydantic_ai import Tool + + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + # Create a mock MCP tool + mock_tool = MagicMock() + mock_tool.name = "test_tool" + mock_tool.description = "A test tool" + mock_tool.inputSchema = {"properties": {}, "required": []} + + # Create mock tool info + mock_tool_info = MagicMock() + mock_tool_info.tool = mock_tool + mock_tool_info.server = "test-server" + + mock_mcp_client = MagicMock() + mock_mcp_client.list_tools = AsyncMock(return_value=[mock_tool_info]) + + client = PydanticAIClient(mock_mcp_client) + client._authenticated_servers = ["test-server"] + + tools = await client.get_tools() + + assert len(tools) == 1 + assert isinstance(tools[0], Tool) + assert tools[0].name == "test_tool" + + +@pytest.mark.asyncio +async def test_get_auth_tools_empty_when_no_challenges() -> None: + """Test get_auth_tools returns empty list when no auth needed.""" + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client) + client._pending_challenges = [] + + auth_tools = await client.get_auth_tools() + + assert auth_tools == [] + + +@pytest.mark.asyncio +async def test_get_auth_tools_returns_tool_when_challenges_exist() -> None: + """Test get_auth_tools returns auth tool when auth needed.""" + from pydantic_ai import Tool + + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client) + client._pending_challenges = [ + {"server": "test-service", "authorization_url": "https://example.com/auth"} + ] + + auth_tools = await client.get_auth_tools() + + assert len(auth_tools) == 1 + assert isinstance(auth_tools[0], Tool) + assert auth_tools[0].name == "request_authentication" + + +@pytest.mark.asyncio +async def test_context_manager_connects_client() -> None: + """Test that entering context manager connects the MCP client.""" + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + mock_mcp_client.connect = AsyncMock() + mock_mcp_client.get_auth_challenges = AsyncMock(return_value=[]) + mock_mcp_client.list_tools = AsyncMock(return_value=[]) + + client = PydanticAIClient(mock_mcp_client) + + async with client as c: + assert c is client + + mock_mcp_client.connect.assert_awaited_once() + mock_mcp_client.get_auth_challenges.assert_awaited_once() + + +def test_json_type_to_python() -> None: + """Test JSON schema type conversion to Python types.""" + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client) + + assert client._json_type_to_python("string") is str + assert client._json_type_to_python("number") is float + assert client._json_type_to_python("integer") is int + assert client._json_type_to_python("boolean") is bool + assert client._json_type_to_python("array") is list + assert client._json_type_to_python("object") is dict + assert client._json_type_to_python("unknown") is str # default + + +def test_schema_to_pydantic() -> None: + """Test JSON schema to Pydantic model conversion.""" + from pydantic import BaseModel + + from keycardai.mcp.client.integrations.pydantic_agents import PydanticAIClient + + mock_mcp_client = MagicMock() + client = PydanticAIClient(mock_mcp_client) + + schema = { + "properties": { + "name": {"type": "string", "description": "The name"}, + "age": {"type": "integer", "description": "The age"}, + }, + "required": ["name"], + } + + model = client._schema_to_pydantic(schema, "test_tool") + + assert issubclass(model, BaseModel) + assert "name" in model.model_fields + assert "age" in model.model_fields diff --git a/uv.lock b/uv.lock index c13b734..b710d17 100644 --- a/uv.lock +++ b/uv.lock @@ -32,6 +32,18 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/64/e8/f4e39fd1cf0b3c4537b974637143f3ebfe1158dad7232d9eef15666a81ba/a2a_sdk-0.3.22-py3-none-any.whl", hash = "sha256:b98701135bb90b0ff85d35f31533b6b7a299bf810658c1c65f3814a6c15ea385", size = 144347, upload-time = 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