diff --git a/litellm/experimental_mcp_client/client.py b/litellm/experimental_mcp_client/client.py index 8d61ea7c70..943cc6b2d5 100644 --- a/litellm/experimental_mcp_client/client.py +++ b/litellm/experimental_mcp_client/client.py @@ -8,14 +8,21 @@ from datetime import timedelta from typing import Awaitable, Callable, Dict, List, Optional, TypeVar, Union import httpx -from mcp import ClientSession, StdioServerParameters +from mcp import ClientSession, ReadResourceResult, Resource, StdioServerParameters from mcp.client.sse import sse_client from mcp.client.stdio import stdio_client from mcp.client.streamable_http import streamablehttp_client -from mcp.types import CallToolRequestParams as MCPCallToolRequestParams +from mcp.types import ( + CallToolRequestParams as MCPCallToolRequestParams, + GetPromptRequestParams, + GetPromptResult, + Prompt, + ResourceTemplate, +) from mcp.types import CallToolResult as MCPCallToolResult from mcp.types import TextContent from mcp.types import Tool as MCPTool +from pydantic import AnyUrl from litellm._logging import verbose_logger from litellm.llms.custom_httpx.http_handler import get_ssl_configuration @@ -289,3 +296,218 @@ class MCPClient: ], # Empty content for error case isError=True, ) + + async def list_prompts(self) -> List[Prompt]: + """List available prompts from the server.""" + verbose_logger.debug( + f"MCP client listing tools from {self.server_url or 'stdio'}" + ) + + async def _list_prompts_operation(session: ClientSession): + return await session.list_prompts() + + try: + result = await self.run_with_session(_list_prompts_operation) + prompt_count = len(result.prompts) + prompt_names = [prompt.name for prompt in result.prompts] + verbose_logger.info( + f"MCP client listed {prompt_count} tools from {self.server_url or 'stdio'}: {prompt_names}" + ) + return result.prompts + except asyncio.CancelledError: + verbose_logger.warning("MCP client list_prompts was cancelled") + raise + except Exception as e: + error_type = type(e).__name__ + verbose_logger.error( + f"MCP client list_prompts failed - " + f"Error Type: {error_type}, " + f"Error: {str(e)}, " + f"Server: {self.server_url or 'stdio'}, " + f"Transport: {self.transport_type}" + ) + + # Check if it's a stream/connection error + if "BrokenResourceError" in error_type or "Broken" in error_type: + verbose_logger.error( + "MCP client detected broken connection/stream during list_tools - " + "the MCP server may have crashed, disconnected, or timed out" + ) + + # Return empty list instead of raising to allow graceful degradation + return [] + + async def get_prompt( + self, get_prompt_request_params: GetPromptRequestParams + ) -> GetPromptResult: + """Fetch a prompt definition from the MCP server.""" + verbose_logger.info( + f"MCP client fetching prompt '{get_prompt_request_params.name}' with arguments: {get_prompt_request_params.arguments}" + ) + + async def _get_prompt_operation(session: ClientSession): + verbose_logger.debug("MCP client sending get_prompt request to session") + return await session.get_prompt( + name=get_prompt_request_params.name, + arguments=get_prompt_request_params.arguments, + ) + + try: + get_prompt_result = await self.run_with_session(_get_prompt_operation) + verbose_logger.info( + f"MCP client get_prompt '{get_prompt_request_params.name}' completed successfully" + ) + return get_prompt_result + except asyncio.CancelledError: + verbose_logger.warning("MCP client get_prompt was cancelled") + raise + except Exception as e: + import traceback + + error_trace = traceback.format_exc() + verbose_logger.debug(f"MCP client get_prompt traceback:\n{error_trace}") + + # Log detailed error information + error_type = type(e).__name__ + verbose_logger.error( + f"MCP client get_prompt failed - " + f"Error Type: {error_type}, " + f"Error: {str(e)}, " + f"Prompt: {get_prompt_request_params.name}, " + f"Server: {self.server_url or 'stdio'}, " + f"Transport: {self.transport_type}" + ) + + # Check if it's a stream/connection error + if "BrokenResourceError" in error_type or "Broken" in error_type: + verbose_logger.error( + "MCP client detected broken connection/stream during get_prompt - " + "the MCP server may have crashed, disconnected, or timed out." + ) + + raise + + async def list_resources(self) -> list[Resource]: + """List available resources from the server.""" + verbose_logger.debug( + f"MCP client listing resources from {self.server_url or 'stdio'}" + ) + + async def _list_resources_operation(session: ClientSession): + return await session.list_resources() + + try: + result = await self.run_with_session(_list_resources_operation) + resource_count = len(result.resources) + resource_names = [resource.name for resource in result.resources] + verbose_logger.info( + f"MCP client listed {resource_count} resources from {self.server_url or 'stdio'}: {resource_names}" + ) + return result.resources + except asyncio.CancelledError: + verbose_logger.warning("MCP client list_resources was cancelled") + raise + except Exception as e: + error_type = type(e).__name__ + verbose_logger.error( + f"MCP client list_resources failed - " + f"Error Type: {error_type}, " + f"Error: {str(e)}, " + f"Server: {self.server_url or 'stdio'}, " + f"Transport: {self.transport_type}" + ) + + # Check if it's a stream/connection error + if "BrokenResourceError" in error_type or "Broken" in error_type: + verbose_logger.error( + "MCP client detected broken connection/stream during list_resources - " + "the MCP server may have crashed, disconnected, or timed out" + ) + + # Return empty list instead of raising to allow graceful degradation + return [] + + async def list_resource_templates(self) -> list[ResourceTemplate]: + """List available resource templates from the server.""" + verbose_logger.debug( + f"MCP client listing resource templates from {self.server_url or 'stdio'}" + ) + + async def _list_resource_templates_operation(session: ClientSession): + return await session.list_resource_templates() + + try: + result = await self.run_with_session(_list_resource_templates_operation) + resource_template_count = len(result.resourceTemplates) + resource_template_names = [ + resourceTemplate.name for resourceTemplate in result.resourceTemplates + ] + verbose_logger.info( + f"MCP client listed {resource_template_count} resource templates from {self.server_url or 'stdio'}: {resource_template_names}" + ) + return result.resourceTemplates + except asyncio.CancelledError: + verbose_logger.warning("MCP client list_resource_templates was cancelled") + raise + except Exception as e: + error_type = type(e).__name__ + verbose_logger.error( + f"MCP client list_resource_templates failed - " + f"Error Type: {error_type}, " + f"Error: {str(e)}, " + f"Server: {self.server_url or 'stdio'}, " + f"Transport: {self.transport_type}" + ) + + # Check if it's a stream/connection error + if "BrokenResourceError" in error_type or "Broken" in error_type: + verbose_logger.error( + "MCP client detected broken connection/stream during list_resource_templates - " + "the MCP server may have crashed, disconnected, or timed out" + ) + + # Return empty list instead of raising to allow graceful degradation + return [] + + async def read_resource(self, url: AnyUrl) -> ReadResourceResult: + """Fetch resource contents from the MCP server.""" + verbose_logger.info(f"MCP client fetching resource '{url}'") + + async def _read_resource_operation(session: ClientSession): + verbose_logger.debug("MCP client sending read_resource request to session") + return await session.read_resource(url) + + try: + read_resource_result = await self.run_with_session(_read_resource_operation) + verbose_logger.info( + f"MCP client read_resource '{url}' completed successfully" + ) + return read_resource_result + except asyncio.CancelledError: + verbose_logger.warning("MCP client read_resource was cancelled") + raise + except Exception as e: + import traceback + + error_trace = traceback.format_exc() + verbose_logger.debug(f"MCP client read_resource traceback:\n{error_trace}") + + # Log detailed error information + error_type = type(e).__name__ + verbose_logger.error( + f"MCP client read_resource failed - " + f"Error Type: {error_type}, " + f"Error: {str(e)}, " + f"Url: {url}, " + f"Server: {self.server_url or 'stdio'}, " + f"Transport: {self.transport_type}" + ) + + # Check if it's a stream/connection error + if "BrokenResourceError" in error_type or "Broken" in error_type: + verbose_logger.error( + "MCP client detected broken connection/stream during read_resource - " + "the MCP server may have crashed, disconnected, or timed out." + ) + + raise diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py index 23658b3821..f28c9b5acb 100644 --- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py +++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py @@ -16,10 +16,19 @@ from urllib.parse import urlparse from fastapi import HTTPException from httpx import HTTPStatusError -from mcp.types import CallToolRequestParams as MCPCallToolRequestParams +from mcp import ReadResourceResult, Resource +from mcp.types import ( + CallToolRequestParams as MCPCallToolRequestParams, + GetPromptRequestParams, + GetPromptResult, + Prompt, + ResourceTemplate, +) from mcp.types import CallToolResult from mcp.types import Tool as MCPTool +from pydantic import AnyUrl + import litellm from litellm._logging import verbose_logger from litellm.exceptions import BlockedPiiEntityError, GuardrailRaisedException @@ -29,11 +38,11 @@ from litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp import ( MCPRequestHandler, ) from litellm.proxy._experimental.mcp_server.utils import ( - add_server_prefix_to_tool_name, - get_server_name_prefix_tool_mcp, + add_server_prefix_to_name, get_server_prefix, is_tool_name_prefixed, normalize_server_name, + split_server_prefix_from_name, validate_mcp_server_name, ) from litellm.proxy._types import ( @@ -357,7 +366,7 @@ class MCPServerManager: base_tool_name = operation_id.replace(" ", "_").lower() # Add server prefix to tool name - prefixed_tool_name = add_server_prefix_to_tool_name( + prefixed_tool_name = add_server_prefix_to_name( base_tool_name, server_prefix ) @@ -716,6 +725,190 @@ class MCPServerManager: ) return [] + async def get_prompts_from_server( + self, + server: MCPServer, + mcp_auth_header: Optional[Union[str, Dict[str, str]]] = None, + extra_headers: Optional[Dict[str, str]] = None, + add_prefix: bool = True, + ) -> List[Prompt]: + """ + Helper method to get prompts from a single MCP server with prefixed names. + + Args: + server (MCPServer): The server to query prompts from + mcp_auth_header: Optional auth header for MCP server + + Returns: + List[Prompt]: List of prompts available on the server with prefixed names + """ + + verbose_logger.debug(f"Connecting to url: {server.url}") + verbose_logger.info(f"get_prompts_from_server for {server.name}...") + + client = None + + try: + if server.static_headers: + if extra_headers is None: + extra_headers = {} + extra_headers.update(server.static_headers) + + client = self._create_mcp_client( + server=server, + mcp_auth_header=mcp_auth_header, + extra_headers=extra_headers, + ) + + prompts = await client.list_prompts() + + prefixed_or_original_prompts = self._create_prefixed_prompts( + prompts, server, add_prefix=add_prefix + ) + + return prefixed_or_original_prompts + + except Exception as e: + verbose_logger.warning( + f"Failed to get prompts from server {server.name}: {str(e)}" + ) + return [] + + async def get_resources_from_server( + self, + server: MCPServer, + mcp_auth_header: Optional[Union[str, Dict[str, str]]] = None, + extra_headers: Optional[Dict[str, str]] = None, + add_prefix: bool = True, + ) -> List[Resource]: + """Fetch available resources from a single MCP server.""" + + verbose_logger.debug(f"Connecting to url: {server.url}") + verbose_logger.info(f"get_resources_from_server for {server.name}...") + + client = None + + try: + if server.static_headers: + if extra_headers is None: + extra_headers = {} + extra_headers.update(server.static_headers) + + client = self._create_mcp_client( + server=server, + mcp_auth_header=mcp_auth_header, + extra_headers=extra_headers, + ) + + resources = await client.list_resources() + + prefixed_resources = self._create_prefixed_resources( + resources, server, add_prefix=add_prefix + ) + + return prefixed_resources + + except Exception as e: + verbose_logger.warning( + f"Failed to get resources from server {server.name}: {str(e)}" + ) + return [] + + async def get_resource_templates_from_server( + self, + server: MCPServer, + mcp_auth_header: Optional[Union[str, Dict[str, str]]] = None, + extra_headers: Optional[Dict[str, str]] = None, + add_prefix: bool = True, + ) -> List[ResourceTemplate]: + """Fetch available resource templates from a single MCP server.""" + + verbose_logger.debug(f"Connecting to url: {server.url}") + verbose_logger.info(f"get_resource_templates_from_server for {server.name}...") + + client = None + + try: + if server.static_headers: + if extra_headers is None: + extra_headers = {} + extra_headers.update(server.static_headers) + + client = self._create_mcp_client( + server=server, + mcp_auth_header=mcp_auth_header, + extra_headers=extra_headers, + ) + + resource_templates = await client.list_resource_templates() + + prefixed_templates = self._create_prefixed_resource_templates( + resource_templates, server, add_prefix=add_prefix + ) + + return prefixed_templates + + except Exception as e: + verbose_logger.warning( + f"Failed to get resource templates from server {server.name}: {str(e)}" + ) + return [] + + async def read_resource_from_server( + self, + server: MCPServer, + url: AnyUrl, + mcp_auth_header: Optional[Union[str, Dict[str, str]]] = None, + extra_headers: Optional[Dict[str, str]] = None, + ) -> ReadResourceResult: + """Read resource contents from a specific MCP server.""" + + verbose_logger.debug(f"Connecting to url: {server.url}") + verbose_logger.info(f"read_resource_from_server for {server.name}...") + + if server.static_headers: + if extra_headers is None: + extra_headers = {} + extra_headers.update(server.static_headers) + + client = self._create_mcp_client( + server=server, + mcp_auth_header=mcp_auth_header, + extra_headers=extra_headers, + ) + + return await client.read_resource(url) + + async def get_prompt_from_server( + self, + server: MCPServer, + prompt_name: str, + arguments: Optional[Dict[str, Any]] = None, + mcp_auth_header: Optional[Union[str, Dict[str, str]]] = None, + extra_headers: Optional[Dict[str, str]] = None, + ) -> GetPromptResult: + """Fetch a specific prompt definition from a single MCP server.""" + + verbose_logger.debug(f"Connecting to url: {server.url}") + verbose_logger.info(f"get_prompt_from_server for {server.name}...") + + if server.static_headers: + if extra_headers is None: + extra_headers = {} + extra_headers.update(server.static_headers) + + client = self._create_mcp_client( + server=server, + mcp_auth_header=mcp_auth_header, + extra_headers=extra_headers, + ) + + get_prompt_request_params = GetPromptRequestParams( + name=prompt_name, + arguments=arguments, + ) + return await client.get_prompt(get_prompt_request_params) + async def _descovery_metadata( self, server_url: str, @@ -1026,7 +1219,7 @@ class MCPServerManager: prefix = get_server_prefix(server) for tool in tools: - prefixed_name = add_server_prefix_to_tool_name(tool.name, prefix) + prefixed_name = add_server_prefix_to_name(tool.name, prefix) name_to_use = prefixed_name if add_prefix else tool.name @@ -1046,6 +1239,82 @@ class MCPServerManager: ) return prefixed_tools + def _create_prefixed_prompts( + self, prompts: List[Prompt], server: MCPServer, add_prefix: bool = True + ) -> List[Prompt]: + """ + Create prefixed prompts and update prompt mapping. + + Args: + prompts: List of original prompts from server + server: Server instance + + Returns: + List of prompts with prefixed names + """ + prefixed_prompts = [] + prefix = get_server_prefix(server) + + for prompt in prompts: + prefixed_name = add_server_prefix_to_name(prompt.name, prefix) + + name_to_use = prefixed_name if add_prefix else prompt.name + + prompt.name = name_to_use + prefixed_prompts.append(prompt) + + verbose_logger.info( + f"Successfully fetched {len(prefixed_prompts)} prompts from server {server.name}" + ) + return prefixed_prompts + + def _create_prefixed_resources( + self, resources: List[Resource], server: MCPServer, add_prefix: bool = True + ) -> List[Resource]: + """Prefix resource names and track origin server for read requests.""" + + prefixed_resources: List[Resource] = [] + prefix = get_server_prefix(server) + + for resource in resources: + name_to_use = ( + add_server_prefix_to_name(resource.name, prefix) + if add_prefix + else resource.name + ) + resource.name = name_to_use + prefixed_resources.append(resource) + + verbose_logger.info( + f"Successfully fetched {len(prefixed_resources)} resources from server {server.name}" + ) + return prefixed_resources + + def _create_prefixed_resource_templates( + self, + resource_templates: List[ResourceTemplate], + server: MCPServer, + add_prefix: bool = True, + ) -> List[ResourceTemplate]: + """Prefix resource template names for multi-server scenarios.""" + + prefixed_templates: List[ResourceTemplate] = [] + prefix = get_server_prefix(server) + + for resource_template in resource_templates: + name_to_use = ( + add_server_prefix_to_name(resource_template.name, prefix) + if add_prefix + else resource_template.name + ) + resource_template.name = name_to_use + prefixed_templates.append(resource_template) + + verbose_logger.info( + f"Successfully fetched {len(prefixed_templates)} resource templates from server {server.name}" + ) + return prefixed_templates + def check_allowed_or_banned_tools(self, tool_name: str, server: MCPServer) -> bool: """ Check if the tool is allowed or banned for the given server @@ -1080,7 +1349,7 @@ class MCPServerManager: HTTPException: If allowed_params is configured for this tool but arguments contain disallowed params """ from litellm.proxy._experimental.mcp_server.utils import ( - get_server_name_prefix_tool_mcp, + split_server_prefix_from_name, ) # If no allowed_params configured, return all arguments @@ -1088,7 +1357,7 @@ class MCPServerManager: return # Get the unprefixed tool name to match against config - unprefixed_tool_name, _ = get_server_name_prefix_tool_mcp(tool_name) + unprefixed_tool_name, _ = split_server_prefix_from_name(tool_name) # Check both prefixed and unprefixed tool names allowed_params_list = server.allowed_params.get( @@ -1489,7 +1758,7 @@ class MCPServerManager: start_time = datetime.datetime.now() # Get the MCP server - prefixed_tool_name = add_server_prefix_to_tool_name(name, server_name) + prefixed_tool_name = add_server_prefix_to_name(name, server_name) mcp_server = self._get_mcp_server_from_tool_name(prefixed_tool_name) if mcp_server is None: raise ValueError(f"Tool {name} not found") @@ -1595,7 +1864,7 @@ class MCPServerManager: for tool in tools: # The tool.name here is already prefixed from _get_tools_from_server # Extract original name for mapping - original_name, _ = get_server_name_prefix_tool_mcp(tool.name) + original_name, _ = split_server_prefix_from_name(tool.name) self.tool_name_to_mcp_server_name_mapping[original_name] = server.name self.tool_name_to_mcp_server_name_mapping[tool.name] = server.name @@ -1623,7 +1892,7 @@ class MCPServerManager: ( original_tool_name, server_name_from_prefix, - ) = get_server_name_prefix_tool_mcp(tool_name) + ) = split_server_prefix_from_name(tool_name) if original_tool_name in self.tool_name_to_mcp_server_name_mapping: for server in self.get_registry().values(): if normalize_server_name(server.name) == normalize_server_name( diff --git a/litellm/proxy/_experimental/mcp_server/server.py b/litellm/proxy/_experimental/mcp_server/server.py index 019e55b910..61123743c6 100644 --- a/litellm/proxy/_experimental/mcp_server/server.py +++ b/litellm/proxy/_experimental/mcp_server/server.py @@ -8,7 +8,15 @@ from datetime import datetime from typing import Any, AsyncIterator, Dict, List, Optional, Tuple, Union from fastapi import FastAPI, HTTPException -from pydantic import ConfigDict +from mcp import ReadResourceResult, Resource +from mcp.server.lowlevel.helper_types import ReadResourceContents +from mcp.types import ( + BlobResourceContents, + GetPromptResult, + ResourceTemplate, + TextResourceContents, +) +from pydantic import AnyUrl, ConfigDict from starlette.types import Receive, Scope, Send from litellm._logging import verbose_logger @@ -54,6 +62,7 @@ if MCP_AVAILABLE: from mcp.server.streamable_http_manager import StreamableHTTPSessionManager from mcp.types import EmbeddedResource, ImageContent, TextContent from mcp.types import Tool as MCPTool + from mcp.types import Prompt from litellm.proxy._experimental.mcp_server.auth.litellm_auth_handler import ( MCPAuthenticatedUser, @@ -66,7 +75,7 @@ if MCP_AVAILABLE: global_mcp_tool_registry, ) from litellm.proxy._experimental.mcp_server.utils import ( - get_server_name_prefix_tool_mcp, + split_server_prefix_from_name, ) ###################################################### @@ -303,6 +312,208 @@ if MCP_AVAILABLE: return response + @server.list_prompts() + async def list_prompts() -> List[Prompt]: + """ + List all available prompts + """ + try: + # Get user authentication from context variable + ( + user_api_key_auth, + mcp_auth_header, + mcp_servers, + mcp_server_auth_headers, + oauth2_headers, + raw_headers, + ) = get_auth_context() + verbose_logger.debug( + f"MCP list_prompts - User API Key Auth from context: {user_api_key_auth}" + ) + verbose_logger.debug( + f"MCP list_prompts - MCP servers from context: {mcp_servers}" + ) + verbose_logger.debug( + f"MCP list_prompts - MCP server auth headers: {list(mcp_server_auth_headers.keys()) if mcp_server_auth_headers else None}" + ) + # Get mcp_servers from context variable + verbose_logger.debug("MCP list_prompts - Calling _list_prompts") + prompts = await _list_mcp_prompts( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=mcp_auth_header, + mcp_servers=mcp_servers, + mcp_server_auth_headers=mcp_server_auth_headers, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + verbose_logger.info( + f"MCP list_prompts - Successfully returned {len(prompts)} prompts" + ) + return prompts + except Exception as e: + verbose_logger.exception(f"Error in list_prompts endpoint: {str(e)}") + # Return empty list instead of failing completely + # This prevents the HTTP stream from failing and allows the client to get a response + return [] + + @server.get_prompt() + async def get_prompt( + name: str, arguments: dict[str, str] | None + ) -> GetPromptResult: + """ + Get a specific prompt with the provided arguments + + Args: + name (str): Name of the prompt to get + arguments (Dict[str, Any] | None): Arguments to pass to the prompt + + Returns: + GetPromptResult: Getting prompt execution results + """ + + # Validate arguments + ( + user_api_key_auth, + mcp_auth_header, + mcp_servers, + mcp_server_auth_headers, + oauth2_headers, + raw_headers, + ) = get_auth_context() + + verbose_logger.debug( + f"MCP mcp_server_tool_call - User API Key Auth from context: {user_api_key_auth}" + ) + return await mcp_get_prompt( + name=name, + arguments=arguments, + user_api_key_auth=user_api_key_auth, + mcp_auth_header=mcp_auth_header, + mcp_servers=mcp_servers, + mcp_server_auth_headers=mcp_server_auth_headers, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + + @server.list_resources() + async def list_resources() -> List[Resource]: + """List all available resources.""" + try: + ( + user_api_key_auth, + mcp_auth_header, + mcp_servers, + mcp_server_auth_headers, + oauth2_headers, + raw_headers, + ) = get_auth_context() + verbose_logger.debug( + f"MCP list_resources - User API Key Auth from context: {user_api_key_auth}" + ) + verbose_logger.debug( + f"MCP list_resources - MCP servers from context: {mcp_servers}" + ) + verbose_logger.debug( + f"MCP list_resources - MCP server auth headers: {list(mcp_server_auth_headers.keys()) if mcp_server_auth_headers else None}" + ) + + resources = await _list_mcp_resources( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=mcp_auth_header, + mcp_servers=mcp_servers, + mcp_server_auth_headers=mcp_server_auth_headers, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + verbose_logger.info( + f"MCP list_resources - Successfully returned {len(resources)} resources" + ) + return resources + except Exception as e: + verbose_logger.exception(f"Error in list_resources endpoint: {str(e)}") + return [] + + @server.list_resource_templates() + async def list_resource_templates() -> List[ResourceTemplate]: + """List all available resource templates.""" + try: + ( + user_api_key_auth, + mcp_auth_header, + mcp_servers, + mcp_server_auth_headers, + oauth2_headers, + raw_headers, + ) = get_auth_context() + verbose_logger.debug( + f"MCP list_resource_templates - User API Key Auth from context: {user_api_key_auth}" + ) + verbose_logger.debug( + f"MCP list_resource_templates - MCP servers from context: {mcp_servers}" + ) + verbose_logger.debug( + f"MCP list_resource_templates - MCP server auth headers: {list(mcp_server_auth_headers.keys()) if mcp_server_auth_headers else None}" + ) + + resource_templates = await _list_mcp_resource_templates( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=mcp_auth_header, + mcp_servers=mcp_servers, + mcp_server_auth_headers=mcp_server_auth_headers, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + verbose_logger.info( + "MCP list_resource_templates - Successfully returned " + f"{len(resource_templates)} resource templates" + ) + return resource_templates + except Exception as e: + verbose_logger.exception( + f"Error in list_resource_templates endpoint: {str(e)}" + ) + return [] + + @server.read_resource() + async def read_resource(url: AnyUrl) -> list[ReadResourceContents]: + ( + user_api_key_auth, + mcp_auth_header, + mcp_servers, + mcp_server_auth_headers, + oauth2_headers, + raw_headers, + ) = get_auth_context() + + read_resource_result = await mcp_read_resource( + url=url, + user_api_key_auth=user_api_key_auth, + mcp_auth_header=mcp_auth_header, + mcp_servers=mcp_servers, + mcp_server_auth_headers=mcp_server_auth_headers, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + + normalized_contents: List[ReadResourceContents] = [] + for content in read_resource_result.contents: + if isinstance(content, TextResourceContents): + normalized_contents.append( + ReadResourceContents( + content=content.text, + mime_type=content.mimeType, + ) + ) + elif isinstance(content, BlobResourceContents): + normalized_contents.append( + ReadResourceContents( + content=content.blob, + mime_type=None, + ) + ) + + return normalized_contents + ######################################################## ############ End of MCP Server Routes ################## ######################################################## @@ -379,7 +590,7 @@ if MCP_AVAILABLE: True if the tool name (prefixed or unprefixed) is in the filter list """ from litellm.proxy._experimental.mcp_server.utils import ( - get_server_name_prefix_tool_mcp, + split_server_prefix_from_name, ) # Check if the full name is in the list @@ -387,7 +598,7 @@ if MCP_AVAILABLE: return True # Check if the unprefixed name is in the list - unprefixed_name, _ = get_server_name_prefix_tool_mcp(tool_name) + unprefixed_name, _ = split_server_prefix_from_name(tool_name) return unprefixed_name in filter_list def filter_tools_by_allowed_tools( @@ -428,6 +639,56 @@ if MCP_AVAILABLE: return tools_to_return + async def _get_allowed_mcp_servers( + user_api_key_auth: Optional[UserAPIKeyAuth], + mcp_servers: Optional[List[str]], + ) -> List[MCPServer]: + """Return allowed MCP servers for a request after applying filters.""" + allowed_mcp_server_ids = ( + await global_mcp_server_manager.get_allowed_mcp_servers(user_api_key_auth) + ) + allowed_mcp_servers = global_mcp_server_manager.get_mcp_servers_from_ids( + allowed_mcp_server_ids + ) + + if mcp_servers is not None: + allowed_mcp_servers = await _get_allowed_mcp_servers_from_mcp_server_names( + mcp_servers=mcp_servers, + allowed_mcp_servers=allowed_mcp_servers, + ) + + return allowed_mcp_servers + + def _prepare_mcp_server_headers( + server: MCPServer, + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]], + mcp_auth_header: Optional[str], + oauth2_headers: Optional[Dict[str, str]], + raw_headers: Optional[Dict[str, str]], + ) -> Tuple[Optional[Union[Dict[str, str], str]], Optional[Dict[str, str]]]: + """Build auth and extra headers for a server.""" + server_auth_header: Optional[Union[Dict[str, str], str]] = None + if mcp_server_auth_headers and server.alias is not None: + server_auth_header = mcp_server_auth_headers.get(server.alias) + elif mcp_server_auth_headers and server.server_name is not None: + server_auth_header = mcp_server_auth_headers.get(server.server_name) + + extra_headers: Optional[Dict[str, str]] = None + if server.auth_type == MCPAuth.oauth2: + extra_headers = oauth2_headers + + if server.extra_headers and raw_headers: + if extra_headers is None: + extra_headers = {} + for header in server.extra_headers: + if header in raw_headers: + extra_headers[header] = raw_headers[header] + + if server_auth_header is None: + server_auth_header = mcp_auth_header + + return server_auth_header, extra_headers + async def _get_tools_from_mcp_servers( user_api_key_auth: Optional[UserAPIKeyAuth], mcp_auth_header: Optional[str], @@ -452,19 +713,10 @@ if MCP_AVAILABLE: if not MCP_AVAILABLE: return [] - # Get allowed MCP servers based on user permissions - allowed_mcp_server_ids = ( - await global_mcp_server_manager.get_allowed_mcp_servers(user_api_key_auth) + allowed_mcp_servers = await _get_allowed_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_servers=mcp_servers, ) - allowed_mcp_servers = global_mcp_server_manager.get_mcp_servers_from_ids( - allowed_mcp_server_ids - ) - - if mcp_servers is not None: - allowed_mcp_servers = await _get_allowed_mcp_servers_from_mcp_server_names( - mcp_servers=mcp_servers, - allowed_mcp_servers=allowed_mcp_servers, - ) # Decide whether to add prefix based on number of allowed servers add_prefix = not (len(allowed_mcp_servers) == 1) @@ -475,27 +727,13 @@ if MCP_AVAILABLE: if server is None: continue - # Get server-specific auth header if available - server_auth_header: Optional[Union[Dict[str, str], str]] = None - if mcp_server_auth_headers and server.alias is not None: - server_auth_header = mcp_server_auth_headers.get(server.alias) - elif mcp_server_auth_headers and server.server_name is not None: - server_auth_header = mcp_server_auth_headers.get(server.server_name) - - extra_headers: Optional[Dict[str, str]] = None - if server.auth_type == MCPAuth.oauth2: - extra_headers = oauth2_headers - - if server.extra_headers and raw_headers: - if extra_headers is None: - extra_headers = {} - for header in server.extra_headers: - if header in raw_headers: - extra_headers[header] = raw_headers[header] - - # Fall back to deprecated mcp_auth_header if no server-specific header found - if server_auth_header is None: - server_auth_header = mcp_auth_header + server_auth_header, extra_headers = _prepare_mcp_server_headers( + server=server, + mcp_server_auth_headers=mcp_server_auth_headers, + mcp_auth_header=mcp_auth_header, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) try: tools = await global_mcp_server_manager._get_tools_from_server( @@ -530,6 +768,195 @@ if MCP_AVAILABLE: return all_tools + async def _get_prompts_from_mcp_servers( + user_api_key_auth: Optional[UserAPIKeyAuth], + mcp_auth_header: Optional[str], + mcp_servers: Optional[List[str]], + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]] = None, + oauth2_headers: Optional[Dict[str, str]] = None, + raw_headers: Optional[Dict[str, str]] = None, + ) -> List[Prompt]: + """ + Helper method to fetch prompt from MCP servers based on server filtering criteria. + + Args: + user_api_key_auth: User authentication info for access control + mcp_auth_header: Optional auth header for MCP server (deprecated) + mcp_servers: Optional list of server names/aliases to filter by + mcp_server_auth_headers: Optional dict of server-specific auth headers + oauth2_headers: Optional dict of oauth2 headers + + Returns: + List[Prompt]: Combined list of prompts from filtered servers + """ + if not MCP_AVAILABLE: + return [] + + allowed_mcp_servers = await _get_allowed_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_servers=mcp_servers, + ) + + # Decide whether to add prefix based on number of allowed servers + add_prefix = not (len(allowed_mcp_servers) == 1) + + # Get prompts from each allowed server + all_prompts = [] + for server in allowed_mcp_servers: + if server is None: + continue + + server_auth_header, extra_headers = _prepare_mcp_server_headers( + server=server, + mcp_server_auth_headers=mcp_server_auth_headers, + mcp_auth_header=mcp_auth_header, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + + try: + prompts = await global_mcp_server_manager.get_prompts_from_server( + server=server, + mcp_auth_header=server_auth_header, + extra_headers=extra_headers, + add_prefix=add_prefix, + ) + + all_prompts.extend(prompts) + + verbose_logger.debug( + f"Successfully fetched {len(prompts)} prompts from server {server.name}" + ) + except Exception as e: + verbose_logger.exception( + f"Error getting prompts from server {server.name}: {str(e)}" + ) + # Continue with other servers instead of failing completely + + verbose_logger.info( + f"Successfully fetched {len(all_prompts)} prompts total from all MCP servers" + ) + + return all_prompts + + async def _get_resources_from_mcp_servers( + user_api_key_auth: Optional[UserAPIKeyAuth], + mcp_auth_header: Optional[str], + mcp_servers: Optional[List[str]], + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]] = None, + oauth2_headers: Optional[Dict[str, str]] = None, + raw_headers: Optional[Dict[str, str]] = None, + ) -> List[Resource]: + """Fetch resources from allowed MCP servers.""" + + if not MCP_AVAILABLE: + return [] + + allowed_mcp_servers = await _get_allowed_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_servers=mcp_servers, + ) + + add_prefix = not (len(allowed_mcp_servers) == 1) + + all_resources: List[Resource] = [] + for server in allowed_mcp_servers: + if server is None: + continue + + server_auth_header, extra_headers = _prepare_mcp_server_headers( + server=server, + mcp_server_auth_headers=mcp_server_auth_headers, + mcp_auth_header=mcp_auth_header, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + + try: + resources = await global_mcp_server_manager.get_resources_from_server( + server=server, + mcp_auth_header=server_auth_header, + extra_headers=extra_headers, + add_prefix=add_prefix, + ) + all_resources.extend(resources) + + verbose_logger.debug( + f"Successfully fetched {len(resources)} resources from server {server.name}" + ) + except Exception as e: + verbose_logger.exception( + f"Error getting resources from server {server.name}: {str(e)}" + ) + + verbose_logger.info( + f"Successfully fetched {len(all_resources)} resources total from all MCP servers" + ) + + return all_resources + + async def _get_resource_templates_from_mcp_servers( + user_api_key_auth: Optional[UserAPIKeyAuth], + mcp_auth_header: Optional[str], + mcp_servers: Optional[List[str]], + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]] = None, + oauth2_headers: Optional[Dict[str, str]] = None, + raw_headers: Optional[Dict[str, str]] = None, + ) -> List[ResourceTemplate]: + """Fetch resource templates from allowed MCP servers.""" + + if not MCP_AVAILABLE: + return [] + + allowed_mcp_servers = await _get_allowed_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_servers=mcp_servers, + ) + + add_prefix = not (len(allowed_mcp_servers) == 1) + + all_resource_templates: List[ResourceTemplate] = [] + for server in allowed_mcp_servers: + if server is None: + continue + + server_auth_header, extra_headers = _prepare_mcp_server_headers( + server=server, + mcp_server_auth_headers=mcp_server_auth_headers, + mcp_auth_header=mcp_auth_header, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + + try: + resource_templates = ( + await global_mcp_server_manager.get_resource_templates_from_server( + server=server, + mcp_auth_header=server_auth_header, + extra_headers=extra_headers, + add_prefix=add_prefix, + ) + ) + all_resource_templates.extend(resource_templates) + verbose_logger.debug( + "Successfully fetched %s resource templates from server %s", + len(resource_templates), + server.name, + ) + except Exception as e: + verbose_logger.exception( + "Error getting resource templates from server %s: %s", + server.name, + str(e), + ) + + verbose_logger.info( + "Successfully fetched %s resource templates total from all MCP servers", + len(all_resource_templates), + ) + + return all_resource_templates + async def filter_tools_by_key_team_permissions( tools: List[MCPTool], server_id: str, @@ -553,7 +980,7 @@ if MCP_AVAILABLE: filtered_tools = [] for t in tools: # Get tool name without server prefix - unprefixed_tool_name, _ = get_server_name_prefix_tool_mcp(t.name) + unprefixed_tool_name, _ = split_server_prefix_from_name(t.name) if unprefixed_tool_name in allowed_tool_names: filtered_tools.append(t) else: @@ -606,6 +1033,118 @@ if MCP_AVAILABLE: return managed_tools + async def _list_mcp_prompts( + user_api_key_auth: Optional[UserAPIKeyAuth] = None, + mcp_auth_header: Optional[str] = None, + mcp_servers: Optional[List[str]] = None, + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]] = None, + oauth2_headers: Optional[Dict[str, str]] = None, + raw_headers: Optional[Dict[str, str]] = None, + ) -> List[Prompt]: + """ + List all available MCP prompts. + + Args: + user_api_key_auth: User authentication info for access control + mcp_auth_header: Optional auth header for MCP server (deprecated) + mcp_servers: Optional list of server names/aliases to filter by + mcp_server_auth_headers: Optional dict of server-specific auth headers {server_alias: auth_value} + + Returns: + List[Prompt]: Combined list of tools from all accessible servers + """ + if not MCP_AVAILABLE: + return [] + # Get tools from managed MCP servers with error handling + managed_prompts = [] + try: + managed_prompts = await _get_prompts_from_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=mcp_auth_header, + mcp_servers=mcp_servers, + mcp_server_auth_headers=mcp_server_auth_headers, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + verbose_logger.debug( + f"Successfully fetched {len(managed_prompts)} prompts from managed MCP servers" + ) + except Exception as e: + verbose_logger.exception( + f"Error getting tools from managed MCP servers: {str(e)}" + ) + # Continue with empty managed tools list instead of failing completely + + return managed_prompts + + async def _list_mcp_resources( + user_api_key_auth: Optional[UserAPIKeyAuth] = None, + mcp_auth_header: Optional[str] = None, + mcp_servers: Optional[List[str]] = None, + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]] = None, + oauth2_headers: Optional[Dict[str, str]] = None, + raw_headers: Optional[Dict[str, str]] = None, + ) -> List[Resource]: + """List all available MCP resources.""" + + if not MCP_AVAILABLE: + return [] + + managed_resources: List[Resource] = [] + try: + managed_resources = await _get_resources_from_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=mcp_auth_header, + mcp_servers=mcp_servers, + mcp_server_auth_headers=mcp_server_auth_headers, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + verbose_logger.debug( + f"Successfully fetched {len(managed_resources)} resources from managed MCP servers" + ) + except Exception as e: + verbose_logger.exception( + f"Error getting resources from managed MCP servers: {str(e)}" + ) + + return managed_resources + + async def _list_mcp_resource_templates( + user_api_key_auth: Optional[UserAPIKeyAuth] = None, + mcp_auth_header: Optional[str] = None, + mcp_servers: Optional[List[str]] = None, + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]] = None, + oauth2_headers: Optional[Dict[str, str]] = None, + raw_headers: Optional[Dict[str, str]] = None, + ) -> List[ResourceTemplate]: + """List all available MCP resource templates.""" + + if not MCP_AVAILABLE: + return [] + + managed_resource_templates: List[ResourceTemplate] = [] + try: + managed_resource_templates = await _get_resource_templates_from_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=mcp_auth_header, + mcp_servers=mcp_servers, + mcp_server_auth_headers=mcp_server_auth_headers, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + verbose_logger.debug( + "Successfully fetched %s resource templates from managed MCP servers", + len(managed_resource_templates), + ) + except Exception as e: + verbose_logger.exception( + "Error getting resource templates from managed MCP servers: %s", + str(e), + ) + + return managed_resource_templates + @client async def call_mcp_tool( name: str, @@ -647,7 +1186,7 @@ if MCP_AVAILABLE: mcp_server: Optional[MCPServer] = None # Remove prefix from tool name for logging and processing - original_tool_name, server_name = get_server_name_prefix_tool_mcp(name) + original_tool_name, server_name = split_server_prefix_from_name(name) # If tool name is unprefixed, resolve its server so we can enforce permissions if not server_name: @@ -735,6 +1274,110 @@ if MCP_AVAILABLE: ) return response + async def mcp_get_prompt( + name: str, + arguments: Optional[Dict[str, Any]] = None, + user_api_key_auth: Optional[UserAPIKeyAuth] = None, + mcp_auth_header: Optional[str] = None, + mcp_servers: Optional[List[str]] = None, + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]] = None, + oauth2_headers: Optional[Dict[str, str]] = None, + raw_headers: Optional[Dict[str, str]] = None, + ) -> GetPromptResult: + """ + Fetch a specific MCP prompt, handling both prefixed and unprefixed names. + """ + allowed_mcp_servers = await _get_allowed_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_servers=mcp_servers, + ) + + if not allowed_mcp_servers: + raise HTTPException( + status_code=403, + detail="User not allowed to get this prompt.", + ) + + # Decide whether to add prefix based on number of allowed servers + add_prefix = not (len(allowed_mcp_servers) == 1) + + if add_prefix: + original_prompt_name, server_name = split_server_prefix_from_name(name) + else: + original_prompt_name = name + server_name = allowed_mcp_servers[0].name + + server = next((s for s in allowed_mcp_servers if s.name == server_name), None) + if server is None: + raise HTTPException( + status_code=403, + detail="User not allowed to get this prompt.", + ) + + server_auth_header, extra_headers = _prepare_mcp_server_headers( + server=server, + mcp_server_auth_headers=mcp_server_auth_headers, + mcp_auth_header=mcp_auth_header, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + + return await global_mcp_server_manager.get_prompt_from_server( + server=server, + prompt_name=original_prompt_name, + arguments=arguments, + mcp_auth_header=server_auth_header, + extra_headers=extra_headers, + ) + + async def mcp_read_resource( + url: AnyUrl, + user_api_key_auth: Optional[UserAPIKeyAuth] = None, + mcp_auth_header: Optional[str] = None, + mcp_servers: Optional[List[str]] = None, + mcp_server_auth_headers: Optional[Dict[str, Dict[str, str]]] = None, + oauth2_headers: Optional[Dict[str, str]] = None, + raw_headers: Optional[Dict[str, str]] = None, + ) -> ReadResourceResult: + """Read resource contents from upstream MCP servers.""" + + allowed_mcp_servers = await _get_allowed_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_servers=mcp_servers, + ) + + if not allowed_mcp_servers: + raise HTTPException( + status_code=403, + detail="User not allowed to read this resource.", + ) + + if len(allowed_mcp_servers) != 1: + raise HTTPException( + status_code=400, + detail=( + "Multiple MCP servers configured; read_resource currently " + "supports exactly one allowed server." + ), + ) + + server = allowed_mcp_servers[0] + + server_auth_header, extra_headers = _prepare_mcp_server_headers( + server=server, + mcp_server_auth_headers=mcp_server_auth_headers, + mcp_auth_header=mcp_auth_header, + oauth2_headers=oauth2_headers, + raw_headers=raw_headers, + ) + + return await global_mcp_server_manager.read_resource_from_server( + server=server, + url=url, + mcp_auth_header=server_auth_header, + extra_headers=extra_headers, + ) + def _get_standard_logging_mcp_tool_call( name: str, arguments: Dict[str, Any], diff --git a/litellm/proxy/_experimental/mcp_server/utils.py b/litellm/proxy/_experimental/mcp_server/utils.py index fb28eaf8cf..d801b312aa 100644 --- a/litellm/proxy/_experimental/mcp_server/utils.py +++ b/litellm/proxy/_experimental/mcp_server/utils.py @@ -13,6 +13,7 @@ LITELLM_MCP_SERVER_DESCRIPTION = "MCP Server for LiteLLM" MCP_TOOL_PREFIX_SEPARATOR = os.environ.get("MCP_TOOL_PREFIX_SEPARATOR", "-") MCP_TOOL_PREFIX_FORMAT = "{server_name}{separator}{tool_name}" + def is_mcp_available() -> bool: """ Returns True if the MCP module is available, False otherwise @@ -23,92 +24,81 @@ def is_mcp_available() -> bool: except ImportError: return False + def normalize_server_name(server_name: str) -> str: """ Normalize server name by replacing spaces with underscores """ return server_name.replace(" ", "_") + def validate_and_normalize_mcp_server_payload(payload: Any) -> None: """ Validate and normalize MCP server payload fields (server_name and alias). - + This function: 1. Validates that server_name and alias don't contain the MCP_TOOL_PREFIX_SEPARATOR 2. Normalizes alias by replacing spaces with underscores 3. Sets default alias if not provided (using server_name as base) - + Args: payload: The payload object containing server_name and alias fields - + Raises: HTTPException: If validation fails """ # Server name validation: disallow '-' - if hasattr(payload, 'server_name') and payload.server_name: + if hasattr(payload, "server_name") and payload.server_name: validate_mcp_server_name(payload.server_name, raise_http_exception=True) - + # Alias validation: disallow '-' - if hasattr(payload, 'alias') and payload.alias: + if hasattr(payload, "alias") and payload.alias: validate_mcp_server_name(payload.alias, raise_http_exception=True) - + # Alias normalization and defaulting - alias = getattr(payload, 'alias', None) - server_name = getattr(payload, 'server_name', None) - + alias = getattr(payload, "alias", None) + server_name = getattr(payload, "server_name", None) + if not alias and server_name: alias = normalize_server_name(server_name) elif alias: alias = normalize_server_name(alias) - + # Update the payload with normalized alias - if hasattr(payload, 'alias'): + if hasattr(payload, "alias"): payload.alias = alias -def add_server_prefix_to_tool_name(tool_name: str, server_name: str) -> str: - """ - Add server name prefix to tool name - Args: - tool_name: Original tool name - server_name: MCP server name - - Returns: - Prefixed tool name in format: server_name::tool_name - """ +def add_server_prefix_to_name(name: str, server_name: str) -> str: + """Add server name prefix to any MCP resource name.""" formatted_server_name = normalize_server_name(server_name) return MCP_TOOL_PREFIX_FORMAT.format( server_name=formatted_server_name, separator=MCP_TOOL_PREFIX_SEPARATOR, - tool_name=tool_name + tool_name=name, ) + def get_server_prefix(server: Any) -> str: """Return the prefix for a server: alias if present, else server_name, else server_id""" - if hasattr(server, 'alias') and server.alias: + if hasattr(server, "alias") and server.alias: return server.alias - if hasattr(server, 'server_name') and server.server_name: + if hasattr(server, "server_name") and server.server_name: return server.server_name - if hasattr(server, 'server_id'): + if hasattr(server, "server_id"): return server.server_id return "" -def get_server_name_prefix_tool_mcp(prefixed_tool_name: str) -> Tuple[str, str]: - """ - Remove server name prefix from tool name - Args: - prefixed_tool_name: Tool name with server prefix - - Returns: - Tuple of (original_tool_name, server_name) - """ - if MCP_TOOL_PREFIX_SEPARATOR in prefixed_tool_name: - parts = prefixed_tool_name.split(MCP_TOOL_PREFIX_SEPARATOR, 1) +def split_server_prefix_from_name(prefixed_name: str) -> Tuple[str, str]: + """Return the unprefixed name plus the server name used as prefix.""" + if MCP_TOOL_PREFIX_SEPARATOR in prefixed_name: + parts = prefixed_name.split(MCP_TOOL_PREFIX_SEPARATOR, 1) if len(parts) == 2: - return parts[1], parts[0] # tool_name, server_name - return prefixed_tool_name, "" # No prefix found, return original name + return parts[1], parts[0] + return prefixed_name, "" + def is_tool_name_prefixed(tool_name: str) -> bool: """ @@ -122,14 +112,17 @@ def is_tool_name_prefixed(tool_name: str) -> bool: """ return MCP_TOOL_PREFIX_SEPARATOR in tool_name -def validate_mcp_server_name(server_name: str, raise_http_exception: bool = False) -> None: + +def validate_mcp_server_name( + server_name: str, raise_http_exception: bool = False +) -> None: """ Validate that MCP server name does not contain 'MCP_TOOL_PREFIX_SEPARATOR'. - + Args: server_name: The server name to validate raise_http_exception: If True, raises HTTPException instead of generic Exception - + Raises: Exception or HTTPException: If server name contains 'MCP_TOOL_PREFIX_SEPARATOR' """ @@ -138,9 +131,9 @@ def validate_mcp_server_name(server_name: str, raise_http_exception: bool = Fals if raise_http_exception: from fastapi import HTTPException from starlette import status + raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, - detail={"error": error_message} + status_code=status.HTTP_400_BAD_REQUEST, detail={"error": error_message} ) else: raise Exception(error_message) diff --git a/litellm/responses/mcp/litellm_proxy_mcp_handler.py b/litellm/responses/mcp/litellm_proxy_mcp_handler.py index c7322cab09..e0890aaef5 100644 --- a/litellm/responses/mcp/litellm_proxy_mcp_handler.py +++ b/litellm/responses/mcp/litellm_proxy_mcp_handler.py @@ -1,7 +1,7 @@ from typing import TYPE_CHECKING, Any, Dict, Iterable, List, Optional, Tuple, Union from litellm._logging import verbose_logger -from litellm.proxy._experimental.mcp_server.utils import get_server_name_prefix_tool_mcp +from litellm.proxy._experimental.mcp_server.utils import split_server_prefix_from_name from litellm.responses.main import aresponses from litellm.responses.streaming_iterator import BaseResponsesAPIStreamingIterator from litellm.types.llms.openai import ResponsesAPIResponse, ToolParam @@ -123,9 +123,11 @@ class LiteLLM_Proxy_MCP_Handler: for server in allowed_mcp_servers: if server is None: continue - server_name = getattr(server, "server_name", None) or getattr( - server, "alias", None - ) or getattr(server, "name", None) + server_name = ( + getattr(server, "server_name", None) + or getattr(server, "alias", None) + or getattr(server, "name", None) + ) if isinstance(server_name, str): server_names.append(server_name) @@ -161,7 +163,7 @@ class LiteLLM_Proxy_MCP_Handler: if len(allowed_mcp_servers) == 1: tool_server_map[tool_name] = allowed_mcp_servers[0] else: - tool_server_map[tool_name], _ = get_server_name_prefix_tool_mcp( + tool_server_map[tool_name], _ = split_server_prefix_from_name( tool_name ) diff --git a/poetry.lock b/poetry.lock index ac08b35e45..649462d438 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand. 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@@ utils = ["numpydoc"] [metadata] lock-version = "2.1" python-versions = ">=3.9,<4.0" -content-hash = "e281ecb2a1cf9960c77fc4d122ab5aea44ec7b6ae5be18bf6c13e8a1ac4f665a" +content-hash = "1f482f89088b4a28edb7aa58459d17bfd7df36b30c0d53e88e4f7a9b4a65b369" diff --git a/pyproject.toml b/pyproject.toml index f80c6f2f1e..83a1a3bdd4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,7 @@ pydantic = "^2.5.0" jsonschema = "^4.22.0" numpydoc = {version = "*", optional = true} # used in utils.py -uvicorn = {version = "^0.29.0", optional = true} +uvicorn = {version = "^0.31.1", optional = true} uvloop = {version = "^0.21.0", optional = true, markers="sys_platform != 'win32'"} gunicorn = {version = "^23.0.0", optional = true} fastapi = {version = ">=0.120.1", optional = true} @@ -44,11 +44,11 @@ rq = {version = "*", optional = true} orjson = {version = "^3.9.7", optional = true} apscheduler = {version = "^3.10.4", optional = true} fastapi-sso = { version = "^0.16.0", optional = true } -PyJWT = { version = "^2.8.0", optional = true } +PyJWT = { version = "^2.10.1", optional = true, python = ">=3.9" } python-multipart = { version = "^0.0.18", optional = true} cryptography = {version = "*", optional = true} prisma = {version = "0.11.0", optional = true} -azure-identity = {version = "^1.15.0", optional = true} +azure-identity = {version = "^1.15.0", optional = true, python = ">=3.9"} azure-keyvault-secrets = {version = "^4.8.0", optional = true} azure-storage-blob = {version="^12.25.1", optional=true} google-cloud-kms = {version = "^2.21.3", optional = true} @@ -58,7 +58,7 @@ pynacl = {version = "^1.5.0", optional = true} websockets = {version = "^13.1.0", optional = true} boto3 = {version = "1.36.0", optional = true} redisvl = {version = "^0.4.1", optional = true, markers = "python_version >= '3.9' and python_version < '3.14'"} -mcp = {version = "^1.10.0", optional = true, python = ">=3.10"} +mcp = {version = "^1.21.2", optional = true, python = ">=3.10"} litellm-proxy-extras = {version = "0.4.6", optional = true} rich = {version = "13.7.1", optional = true} litellm-enterprise = {version = "0.1.22", optional = true} @@ -152,7 +152,7 @@ prometheus-client = "0.20.0" opentelemetry-api = "1.25.0" opentelemetry-sdk = "1.25.0" opentelemetry-exporter-otlp = "1.25.0" -azure-identity = "^1.15.0" +azure-identity = {version = "^1.15.0", python = ">=3.9"} [build-system] requires = ["poetry-core", "wheel"] diff --git a/requirements.txt b/requirements.txt index eb68dbcf02..45d7d529ea 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,7 +6,7 @@ fastapi==0.120.1 # server dep starlette==0.49.1 # starlette fastapi dep backoff==2.2.1 # server dep pyyaml==6.0.2 # server dep -uvicorn==0.29.0 # server dep +uvicorn==0.31.1 # server dep gunicorn==23.0.0 # server dep fastuuid==0.13.5 # for uuid4 uvloop==0.21.0 # uvicorn dep, gives us much better performance under load @@ -19,7 +19,7 @@ google-cloud-aiplatform==1.47.0 # for vertex ai calls google-cloud-iam==2.19.1 # for GCP IAM Redis authentication google-genai==1.22.0 anthropic[vertex]==0.54.0 -mcp==1.10.1 # for MCP server +mcp==1.21.2 ; python_version >= "3.10" # for MCP server google-generativeai==0.5.0 # for vertex ai calls async_generator==1.10.0 # for async ollama calls langfuse==2.59.7 # for langfuse self-hosted logging @@ -29,11 +29,11 @@ orjson==3.11.2 # fast /embedding responses polars==1.31.0 # for data processing apscheduler==3.10.4 # for resetting budget in background fastapi-sso==0.16.0 # admin UI, SSO -pyjwt[crypto]==2.9.0 +pyjwt[crypto]==2.10.1 ; python_version >= "3.9" python-multipart==0.0.18 # admin UI Pillow==11.0.0 azure-ai-contentsafety==1.0.0 # for azure content safety -azure-identity==1.16.1 # for azure content safety +azure-identity==1.16.1 ; python_version >= "3.9" # for azure content safety azure-keyvault==4.2.0 # for azure KMS integration azure-storage-file-datalake==12.20.0 # for azure buck storage logging opentelemetry-api==1.25.0 diff --git a/tests/mcp_tests/test_mcp_server.py b/tests/mcp_tests/test_mcp_server.py index c4cf67694b..0c0b2014fc 100644 --- a/tests/mcp_tests/test_mcp_server.py +++ b/tests/mcp_tests/test_mcp_server.py @@ -1481,80 +1481,27 @@ def test_normalize_server_name(): assert normalize_server_name(" ") == "___" -def test_add_server_prefix_to_tool_name(): - """ - Test that add_server_prefix_to_tool_name correctly formats tool names. - """ - from litellm.proxy._experimental.mcp_server.utils import ( - add_server_prefix_to_tool_name, - ) +def test_add_server_prefix_to_name(): + """Ensure add_server_prefix_to_name correctly formats resource names.""" + from litellm.proxy._experimental.mcp_server.utils import add_server_prefix_to_name # Test basic prefixing - result = add_server_prefix_to_tool_name("send_email", "My Server") + result = add_server_prefix_to_name("send_email", "My Server") assert result == "My_Server-send_email" # Test with server name that already has underscores - result = add_server_prefix_to_tool_name("create_event", "my_server") + result = add_server_prefix_to_name("create_event", "my_server") assert result == "my_server-create_event" - # Test with empty tool name - result = add_server_prefix_to_tool_name("", "My Server") + # Test with empty name + result = add_server_prefix_to_name("", "My Server") assert result == "My_Server-" # Test with empty server name - result = add_server_prefix_to_tool_name("send_email", "") + result = add_server_prefix_to_name("send_email", "") assert result == "-send_email" -@pytest.mark.asyncio -async def test_mcp_protocol_version_passed_to_client(): - """Test that MCP protocol version from request is correctly passed to MCPClient.""" - - # Create a test manager - test_manager = MCPServerManager() - - # Mock MCPClient - mock_client = AsyncMock() - mock_client.list_tools = AsyncMock(return_value=[]) - mock_client.__aenter__ = AsyncMock(return_value=mock_client) - mock_client.__aexit__ = AsyncMock(return_value=None) - - def mock_client_constructor(*args, **kwargs): - # Verify that the protocol version from request is used - if "protocol_version" in kwargs: - assert kwargs["protocol_version"] == "2025-03-26" - return mock_client - - with patch( - "litellm.proxy._experimental.mcp_server.mcp_server_manager.MCPClient", - mock_client_constructor, - ): - # Load a test server - await test_manager.load_servers_from_config( - { - "test_server": { - "url": "https://test-server.com/mcp", - "transport": "http", - "description": "Test Server", - } - } - ) - - allowed_server_ids = list(test_manager.get_registry().keys()) - assert allowed_server_ids, "Expected registry to contain configured server" - - with patch.object( - test_manager, - "get_allowed_mcp_servers", - new=AsyncMock(return_value=allowed_server_ids), - ): - # Call list_tools with a specific protocol version from request - await test_manager.list_tools() - - # Verify the client was created with the correct protocol version - mock_client.list_tools.assert_called() - - def test_get_server_auth_header_with_alias(): """Test _get_server_auth_header function with server alias.""" from litellm.proxy._experimental.mcp_server.rest_endpoints import ( diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server.py index f929d2df10..6174ec90cc 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server.py @@ -4,7 +4,11 @@ from unittest.mock import AsyncMock, MagicMock, patch import pytest +from fastapi import HTTPException + from litellm.proxy._types import UserAPIKeyAuth +from mcp import ReadResourceResult, Resource +from mcp.types import Prompt, ResourceTemplate, TextResourceContents @pytest.mark.asyncio @@ -70,6 +74,315 @@ async def test_mcp_server_tool_call_body_contains_request_data(): assert body["arguments"] == tool_arguments +@pytest.mark.asyncio +async def test_get_prompts_from_mcp_servers_success(): + try: + from litellm.proxy._experimental.mcp_server.server import ( + _get_prompts_from_mcp_servers, + ) + except ImportError: + pytest.skip("MCP server not available") + + user_api_key_auth = UserAPIKeyAuth(api_key="test_key", user_id="test_user") + + server_a = MagicMock(name="server_a_obj") + server_a.name = "server_a" + server_a.alias = "server_a" + server_a.server_name = "server_a" + server_a.server_id = "a" + server_a.auth_type = None + server_a.extra_headers = None + + server_b = MagicMock(name="server_b_obj") + server_b.name = "server_b" + server_b.alias = "server_b" + server_b.server_name = "server_b" + server_b.server_id = "b" + server_b.auth_type = None + server_b.extra_headers = None + + with patch( + "litellm.proxy._experimental.mcp_server.server._get_allowed_mcp_servers", + AsyncMock(return_value=[server_a, server_b]), + ) as mock_allowed, patch( + "litellm.proxy._experimental.mcp_server.server._prepare_mcp_server_headers", + return_value=(None, None), + ) as mock_headers, patch( + "litellm.proxy._experimental.mcp_server.server.global_mcp_server_manager", + ) as mock_manager: + mock_manager.get_prompts_from_server = AsyncMock( + side_effect=[ + [Prompt(name="hello", description="hi")], + [Prompt(name="howdy", description="hey")], + ] + ) + + prompts = await _get_prompts_from_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=None, + mcp_servers=None, + mcp_server_auth_headers=None, + ) + + mock_allowed.assert_awaited_once() + assert mock_headers.call_count == 2 + assert mock_manager.get_prompts_from_server.await_count == 2 + assert {prompt.name for prompt in prompts} == {"hello", "howdy"} + + +@pytest.mark.asyncio +async def test_get_resources_from_mcp_servers_success(): + try: + from litellm.proxy._experimental.mcp_server.server import ( + _get_resources_from_mcp_servers, + ) + except ImportError: + pytest.skip("MCP server not available") + + user_api_key_auth = UserAPIKeyAuth(api_key="test_key", user_id="user") + + server_a = MagicMock(name="server_a_obj") + server_a.name = "server_a" + server_a.alias = "server_a" + server_a.server_name = "server_a" + server_a.server_id = "a" + server_a.auth_type = None + server_a.extra_headers = None + + server_b = MagicMock(name="server_b_obj") + server_b.name = "server_b" + server_b.alias = "server_b" + server_b.server_name = "server_b" + server_b.server_id = "b" + server_b.auth_type = None + server_b.extra_headers = None + + with patch( + "litellm.proxy._experimental.mcp_server.server._get_allowed_mcp_servers", + AsyncMock(return_value=[server_a, server_b]), + ) as mock_allowed, patch( + "litellm.proxy._experimental.mcp_server.server._prepare_mcp_server_headers", + return_value=(None, None), + ) as mock_headers, patch( + "litellm.proxy._experimental.mcp_server.server.global_mcp_server_manager", + ) as mock_manager: + mock_manager.get_resources_from_server = AsyncMock( + side_effect=[ + [ + Resource( + name="resource_a", + uri="https://example.com/a", + ) + ], + [ + Resource( + name="resource_b", + uri="https://example.com/b", + ) + ], + ] + ) + + resources = await _get_resources_from_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=None, + mcp_servers=None, + mcp_server_auth_headers=None, + ) + + mock_allowed.assert_awaited_once() + assert mock_headers.call_count == 2 + assert mock_manager.get_resources_from_server.await_count == 2 + assert {resource.name for resource in resources} == { + "resource_a", + "resource_b", + } + + +@pytest.mark.asyncio +async def test_get_resource_templates_from_mcp_servers_success(): + try: + from litellm.proxy._experimental.mcp_server.server import ( + _get_resource_templates_from_mcp_servers, + ) + except ImportError: + pytest.skip("MCP server not available") + + user_api_key_auth = UserAPIKeyAuth(api_key="test_key", user_id="user") + + server = MagicMock(name="server_obj") + server.name = "server" + server.alias = "server" + server.server_name = "server" + server.server_id = "server-id" + server.auth_type = None + server.extra_headers = None + + with patch( + "litellm.proxy._experimental.mcp_server.server._get_allowed_mcp_servers", + AsyncMock(return_value=[server]), + ) as mock_allowed, patch( + "litellm.proxy._experimental.mcp_server.server._prepare_mcp_server_headers", + return_value=(None, None), + ) as mock_headers, patch( + "litellm.proxy._experimental.mcp_server.server.global_mcp_server_manager", + ) as mock_manager: + mock_manager.get_resource_templates_from_server = AsyncMock( + return_value=[ + ResourceTemplate( + name="template", + description="desc", + uriTemplate="https://example.com/resource/{id}", + ) + ] + ) + + templates = await _get_resource_templates_from_mcp_servers( + user_api_key_auth=user_api_key_auth, + mcp_auth_header=None, + mcp_servers=None, + mcp_server_auth_headers=None, + ) + + mock_allowed.assert_awaited_once() + mock_headers.assert_called_once() + mock_manager.get_resource_templates_from_server.assert_awaited_once() + assert [template.name for template in templates] == ["template"] + + +@pytest.mark.asyncio +async def test_mcp_get_prompt_success(): + try: + from litellm.proxy._experimental.mcp_server.server import mcp_get_prompt + except ImportError: + pytest.skip("MCP server not available") + + user_api_key_auth = UserAPIKeyAuth(api_key="test_key", user_id="test_user") + + server = MagicMock() + server.name = "server_a" + + prompt_result = MagicMock(name="prompt_result") + + with patch( + "litellm.proxy._experimental.mcp_server.server._get_allowed_mcp_servers", + AsyncMock(return_value=[server]), + ) as mock_allowed, patch( + "litellm.proxy._experimental.mcp_server.server._prepare_mcp_server_headers", + return_value=({"Authorization": "token"}, {"X-Test": "1"}), + ) as mock_headers, patch( + "litellm.proxy._experimental.mcp_server.server.global_mcp_server_manager", + ) as mock_manager: + mock_manager.get_prompt_from_server = AsyncMock(return_value=prompt_result) + + result = await mcp_get_prompt( + name="hello", + arguments={"foo": "bar"}, + user_api_key_auth=user_api_key_auth, + ) + + mock_allowed.assert_awaited_once() + mock_headers.assert_called_once_with( + server=server, + mcp_server_auth_headers=None, + mcp_auth_header=None, + oauth2_headers=None, + raw_headers=None, + ) + mock_manager.get_prompt_from_server.assert_awaited_once_with( + server=server, + prompt_name="hello", + arguments={"foo": "bar"}, + mcp_auth_header={"Authorization": "token"}, + extra_headers={"X-Test": "1"}, + ) + assert result is prompt_result + + +@pytest.mark.asyncio +async def test_mcp_read_resource_success(): + try: + from litellm.proxy._experimental.mcp_server.server import mcp_read_resource + except ImportError: + pytest.skip("MCP server not available") + + user_api_key_auth = UserAPIKeyAuth(api_key="key", user_id="user") + + server = MagicMock() + server.name = "server" + + read_result = ReadResourceResult( + contents=[ + TextResourceContents( + uri="https://example.com/resource", + text="hello world", + mimeType="text/plain", + ) + ] + ) + + with patch( + "litellm.proxy._experimental.mcp_server.server._get_allowed_mcp_servers", + AsyncMock(return_value=[server]), + ) as mock_allowed, patch( + "litellm.proxy._experimental.mcp_server.server._prepare_mcp_server_headers", + return_value=({"Authorization": "token"}, {"X-Test": "1"}), + ) as mock_headers, patch( + "litellm.proxy._experimental.mcp_server.server.global_mcp_server_manager", + ) as mock_manager: + mock_manager.read_resource_from_server = AsyncMock(return_value=read_result) + + result = await mcp_read_resource( + url="https://example.com/resource", + user_api_key_auth=user_api_key_auth, + ) + + mock_allowed.assert_awaited_once() + mock_headers.assert_called_once_with( + server=server, + mcp_server_auth_headers=None, + mcp_auth_header=None, + oauth2_headers=None, + raw_headers=None, + ) + mock_manager.read_resource_from_server.assert_awaited_once_with( + server=server, + url="https://example.com/resource", + mcp_auth_header={"Authorization": "token"}, + extra_headers={"X-Test": "1"}, + ) + assert result is read_result + + +@pytest.mark.asyncio +async def test_mcp_read_resource_multiple_servers_error(): + try: + from litellm.proxy._experimental.mcp_server.server import mcp_read_resource + except ImportError: + pytest.skip("MCP server not available") + + user_api_key_auth = UserAPIKeyAuth(api_key="key", user_id="user") + + server_a = MagicMock() + server_b = MagicMock() + server_a.name = "server_a" + server_b.name = "server_b" + + with patch( + "litellm.proxy._experimental.mcp_server.server._get_allowed_mcp_servers", + AsyncMock(return_value=[server_a, server_b]), + ) as mock_allowed: + with pytest.raises(HTTPException) as exc_info: + await mcp_read_resource( + url="https://example.com/resource", + user_api_key_auth=user_api_key_auth, + ) + + mock_allowed.assert_awaited_once() + assert exc_info.value.status_code == 400 + assert "Multiple MCP servers" in str(exc_info.value.detail) + + @pytest.mark.asyncio async def test_get_tools_from_mcp_servers_continues_when_one_server_fails(): """Test that _get_tools_from_mcp_servers continues when one server fails""" diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py index ce101dae8c..ef783981ee 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py @@ -17,6 +17,8 @@ from litellm.proxy._experimental.mcp_server.mcp_server_manager import ( from litellm.proxy._types import LiteLLM_MCPServerTable, MCPTransport from litellm.types.mcp import MCPAuth from litellm.types.mcp_server.mcp_server_manager import MCPOAuthMetadata, MCPServer +from mcp import ReadResourceResult, Resource +from mcp.types import GetPromptResult, Prompt, ResourceTemplate, TextResourceContents class TestMCPServerManager: @@ -39,7 +41,7 @@ class TestMCPServerManager: result = _deserialize_json_dict(invalid_json) assert result is None - def test_add_update_server_stdio(self): + async def test_add_update_server_stdio(self): """Test adding stdio MCP server""" manager = MCPServerManager() @@ -221,6 +223,195 @@ class TestMCPServerManager: assert len(result) == 1 assert result[0].name == "github_tool_1" + @pytest.mark.asyncio + async def test_get_prompts_from_server_success(self): + """Ensure prompts are fetched and prefixed when requested.""" + manager = MCPServerManager() + + server = MCPServer( + server_id="server-1", + name="alias-server", + alias="alias-server", + server_name="alias-server", + url="https://example.com", + transport=MCPTransport.http, + ) + + mock_prompt = Prompt(name="hello", description="Say hi") + mock_client = AsyncMock() + mock_client.list_prompts = AsyncMock(return_value=[mock_prompt]) + + with patch.object(manager, "_create_mcp_client", return_value=mock_client): + prompts = await manager.get_prompts_from_server(server, add_prefix=True) + + mock_client.list_prompts.assert_awaited_once() + assert len(prompts) == 1 + assert prompts[0].name == "alias-server-hello" + + @pytest.mark.asyncio + async def test_get_prompt_from_server_success(self): + """Ensure a single prompt definition is requested via the MCP client.""" + manager = MCPServerManager() + + server = MCPServer( + server_id="server-1", + name="alias-server", + alias="alias-server", + server_name="alias-server", + url="https://example.com", + transport=MCPTransport.http, + ) + + mock_result = GetPromptResult( + description="Hello world prompt", + messages=[], + ) + mock_client = AsyncMock() + mock_client.get_prompt = AsyncMock(return_value=mock_result) + + with patch.object(manager, "_create_mcp_client", return_value=mock_client): + result = await manager.get_prompt_from_server( + server=server, + prompt_name="hello", + arguments={"tone": "casual"}, + ) + + mock_client.get_prompt.assert_awaited_once() + awaited_call = mock_client.get_prompt.await_args + called_params = awaited_call.args[0] + assert called_params.name == "hello" + assert called_params.arguments == {"tone": "casual"} + assert result is mock_result + + @pytest.mark.asyncio + async def test_get_resources_from_server_success(self): + manager = MCPServerManager() + + server = MCPServer( + server_id="server-1", + name="alias-server", + alias="alias-server", + server_name="alias-server", + url="https://example.com", + transport=MCPTransport.http, + static_headers={"X-Static": "static"}, + ) + + mock_client = AsyncMock() + mock_resources = [Resource(name="file", uri="https://example.com/file")] + mock_client.list_resources = AsyncMock(return_value=mock_resources) + prefixed_resources = [Resource(name="alias-server-file", uri="https://example.com/file")] + + with patch.object(manager, "_create_mcp_client", return_value=mock_client) as mock_create_client, patch.object( + manager, + "_create_prefixed_resources", + return_value=prefixed_resources, + ) as mock_prefix: + result = await manager.get_resources_from_server( + server=server, + mcp_auth_header="auth", + extra_headers={"X-Test": "1"}, + add_prefix=True, + ) + + mock_create_client.assert_called_once() + called_kwargs = mock_create_client.call_args.kwargs + assert called_kwargs["server"] is server + assert called_kwargs["mcp_auth_header"] == "auth" + assert called_kwargs["extra_headers"] == {"X-Test": "1", "X-Static": "static"} + mock_client.list_resources.assert_awaited_once() + mock_prefix.assert_called_once_with(mock_resources, server, add_prefix=True) + assert result == prefixed_resources + + @pytest.mark.asyncio + async def test_get_resource_templates_from_server_success(self): + manager = MCPServerManager() + + server = MCPServer( + server_id="server-1", + name="alias-server", + alias="alias-server", + server_name="alias-server", + url="https://example.com", + transport=MCPTransport.http, + ) + + mock_client = AsyncMock() + mock_templates = [ + ResourceTemplate( + name="template", + uriTemplate="https://example.com/{id}", + ) + ] + mock_client.list_resource_templates = AsyncMock(return_value=mock_templates) + prefixed_templates = [ + ResourceTemplate( + name="alias-server-template", + uriTemplate="https://example.com/{id}", + ) + ] + + with patch.object(manager, "_create_mcp_client", return_value=mock_client) as mock_create_client, patch.object( + manager, + "_create_prefixed_resource_templates", + return_value=prefixed_templates, + ) as mock_prefix: + result = await manager.get_resource_templates_from_server( + server=server, + mcp_auth_header="auth", + extra_headers=None, + add_prefix=False, + ) + + mock_create_client.assert_called_once_with( + server=server, + mcp_auth_header="auth", + extra_headers=None, + ) + mock_client.list_resource_templates.assert_awaited_once() + mock_prefix.assert_called_once_with(mock_templates, server, add_prefix=False) + assert result == prefixed_templates + + @pytest.mark.asyncio + async def test_read_resource_from_server_success(self): + manager = MCPServerManager() + + server = MCPServer( + server_id="server-1", + name="alias-server", + alias="alias-server", + server_name="alias-server", + url="https://example.com", + transport=MCPTransport.http, + static_headers={"X-Static": "1"}, + ) + + mock_client = AsyncMock() + read_result = ReadResourceResult( + contents=[ + TextResourceContents( + uri="https://example.com/resource", + text="hello", + mimeType="text/plain", + ) + ] + ) + mock_client.read_resource = AsyncMock(return_value=read_result) + + with patch.object(manager, "_create_mcp_client", return_value=mock_client) as mock_create_client: + result = await manager.read_resource_from_server( + server=server, + url="https://example.com/resource", + mcp_auth_header="auth", + extra_headers={"X-Test": "1"}, + ) + + mock_create_client.assert_called_once() + called_kwargs = mock_create_client.call_args.kwargs + assert called_kwargs["extra_headers"] == {"X-Test": "1", "X-Static": "1"} + mock_client.read_resource.assert_awaited_once_with("https://example.com/resource") + assert result is read_result + @pytest.mark.asyncio async def test_fetch_oauth_metadata_from_resource_returns_servers_and_scopes(self): manager = MCPServerManager() @@ -1044,7 +1235,7 @@ class TestMCPServerManager: assert "tool_1" in tool_names assert "tool_2" in tool_names - def test_add_db_mcp_server_to_registry(self): + async def test_add_db_mcp_server_to_registry(self): """Test that add_db_mcp_server_to_registry adds a MCP server to the registry""" manager = MCPServerManager() server = LiteLLM_MCPServerTable(