diff --git a/src/pipecat/services/mcp_service.py b/src/pipecat/services/mcp_service.py
index a644d8f1b..48b0f9f1d 100644
--- a/src/pipecat/services/mcp_service.py
+++ b/src/pipecat/services/mcp_service.py
@@ -1,3 +1,11 @@
+#
+# Copyright (c) 2024–2025, Daily
+#
+# SPDX-License-Identifier: BSD 2-Clause License
+#
+
+"""MCP (Model Context Protocol) client for integrating external tools with LLMs."""
+
 import json
 from typing import Any, Dict, List, Optional, Union
 
@@ -19,6 +27,20 @@ except ModuleNotFoundError as e:
 
 
 class MCPClient(BaseObject):
+    """Client for Model Context Protocol (MCP) servers.
+
+    Enables integration with MCP servers to provide external tools and resources
+    to LLMs. Supports both stdio and SSE server connections with automatic tool
+    registration and schema conversion.
+
+    Args:
+        server_params: Server connection parameters (stdio or SSE).
+        **kwargs: Additional arguments passed to the parent BaseObject.
+
+    Raises:
+        TypeError: If server_params is not a supported parameter type.
+    """
+
     def __init__(
         self,
         server_params: Union[StdioServerParameters, SseServerParameters],
@@ -39,6 +61,17 @@ class MCPClient(BaseObject):
             )
 
     async def register_tools(self, llm) -> ToolsSchema:
+        """Register all available MCP tools with an LLM service.
+
+        Connects to the MCP server, discovers available tools, converts their
+        schemas to Pipecat format, and registers them with the LLM service.
+
+        Args:
+            llm: The Pipecat LLM service to register tools with.
+
+        Returns:
+            A ToolsSchema containing all successfully registered tools.
+        """
         tools_schema = await self._register_tools(llm)
         return tools_schema
 
@@ -46,13 +79,13 @@ class MCPClient(BaseObject):
         self, tool_name: str, tool_schema: Dict[str, Any]
     ) -> FunctionSchema:
         """Convert an mcp tool schema to Pipecat's FunctionSchema format.
+
         Args:
             tool_name: The name of the tool
             tool_schema: The mcp tool schema
         Returns:
             A FunctionSchema instance
         """
-
         logger.debug(f"Converting schema for tool '{tool_name}'")
         logger.trace(f"Original schema: {json.dumps(tool_schema, indent=2)}")
 
@@ -72,6 +105,7 @@ class MCPClient(BaseObject):
 
     async def _sse_register_tools(self, llm) -> ToolsSchema:
         """Register all available mcp.run tools with the LLM service.
+
         Args:
             llm: The Pipecat LLM service to register tools with
         Returns:
@@ -120,6 +154,7 @@ class MCPClient(BaseObject):
 
     async def _stdio_register_tools(self, llm) -> ToolsSchema:
         """Register all available mcp.run tools with the LLM service.
+
         Args:
             llm: The Pipecat LLM service to register tools with
         Returns: