Feat/claude cua support (#253)

* feat: add claude support

* feat: add script for end-to-end evaluation with logging and task distribution

* feat&fix: add tool result handling and update model default in evaluation script

* chore: remove run_test_env.py script

* feat&fix: implement action parsing for tool calls and update default action space

* fix: update text formatting in action parsing and replace logger import

* feat&fix: implement action parsing for tool calls and add screen size handling

* feat: add setup instructions for Anthropic API integration

* feat: add notice about image size limitations for Anthropic API

* Delete test_env/logger.py

* Delete test_env/utils.py

mm_agents/anthropic/tools/collection.py

@@ -0,0 +1,34 @@
+"""Collection classes for managing multiple tools."""
+
+from typing import Any
+
+from anthropic.types.beta import BetaToolUnionParam
+
+from .base import (
+    BaseAnthropicTool,
+    ToolError,
+    ToolFailure,
+    ToolResult,
+)
+
+
+class ToolCollection:
+    """A collection of anthropic-defined tools."""
+
+    def __init__(self, *tools: BaseAnthropicTool):
+        self.tools = tools
+        self.tool_map = {tool.to_params()["name"]: tool for tool in tools}
+
+    def to_params(
+        self,
+    ) -> list[BetaToolUnionParam]:
+        return [tool.to_params() for tool in self.tools]
+
+    async def run(self, *, name: str, tool_input: dict[str, Any]) -> ToolResult:
+        tool = self.tool_map.get(name)
+        if not tool:
+            return ToolFailure(error=f"Tool {name} is invalid")
+        try:
+            return await tool(**tool_input)
+        except ToolError as e:
+            return ToolFailure(error=e.message)