Docs: Update CallToolResult parsing in README (#812)
Co-authored-by: Felix Weinberger <fweinberger@anthropic.com>
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README.md
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README.md
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@ -44,6 +44,7 @@
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- [Advanced Usage](#advanced-usage)
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- [Low-Level Server](#low-level-server)
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- [Writing MCP Clients](#writing-mcp-clients)
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- [Parsing Tool Results](#parsing-tool-results)
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- [MCP Primitives](#mcp-primitives)
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- [Server Capabilities](#server-capabilities)
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- [Documentation](#documentation)
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@ -1605,6 +1606,75 @@ async def main():
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For a complete working example, see [`examples/clients/simple-auth-client/`](examples/clients/simple-auth-client/).
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### Parsing Tool Results
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When calling tools through MCP, the `CallToolResult` object contains the tool's response in a structured format. Understanding how to parse this result is essential for properly handling tool outputs.
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```python
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"""examples/snippets/clients/parsing_tool_results.py"""
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import asyncio
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from mcp import ClientSession, StdioServerParameters, types
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from mcp.client.stdio import stdio_client
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async def parse_tool_results():
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"""Demonstrates how to parse different types of content in CallToolResult."""
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server_params = StdioServerParameters(
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command="python", args=["path/to/mcp_server.py"]
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)
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async with stdio_client(server_params) as (read, write):
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async with ClientSession(read, write) as session:
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await session.initialize()
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# Example 1: Parsing text content
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result = await session.call_tool("get_data", {"format": "text"})
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for content in result.content:
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if isinstance(content, types.TextContent):
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print(f"Text: {content.text}")
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# Example 2: Parsing structured content from JSON tools
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result = await session.call_tool("get_user", {"id": "123"})
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if hasattr(result, "structuredContent") and result.structuredContent:
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# Access structured data directly
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user_data = result.structuredContent
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print(f"User: {user_data.get('name')}, Age: {user_data.get('age')}")
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# Example 3: Parsing embedded resources
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result = await session.call_tool("read_config", {})
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for content in result.content:
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if isinstance(content, types.EmbeddedResource):
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resource = content.resource
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if isinstance(resource, types.TextResourceContents):
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print(f"Config from {resource.uri}: {resource.text}")
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elif isinstance(resource, types.BlobResourceContents):
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print(f"Binary data from {resource.uri}")
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# Example 4: Parsing image content
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result = await session.call_tool("generate_chart", {"data": [1, 2, 3]})
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for content in result.content:
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if isinstance(content, types.ImageContent):
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print(f"Image ({content.mimeType}): {len(content.data)} bytes")
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# Example 5: Handling errors
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result = await session.call_tool("failing_tool", {})
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if result.isError:
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print("Tool execution failed!")
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for content in result.content:
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if isinstance(content, types.TextContent):
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print(f"Error: {content.text}")
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async def main():
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await parse_tool_results()
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if __name__ == "__main__":
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asyncio.run(main())
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```
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### MCP Primitives
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The MCP protocol defines three core primitives that servers can implement:
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60
examples/snippets/clients/parsing_tool_results.py
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60
examples/snippets/clients/parsing_tool_results.py
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@ -0,0 +1,60 @@
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"""examples/snippets/clients/parsing_tool_results.py"""
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import asyncio
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from mcp import ClientSession, StdioServerParameters, types
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from mcp.client.stdio import stdio_client
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async def parse_tool_results():
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"""Demonstrates how to parse different types of content in CallToolResult."""
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server_params = StdioServerParameters(command="python", args=["path/to/mcp_server.py"])
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async with stdio_client(server_params) as (read, write):
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async with ClientSession(read, write) as session:
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await session.initialize()
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# Example 1: Parsing text content
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result = await session.call_tool("get_data", {"format": "text"})
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for content in result.content:
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if isinstance(content, types.TextContent):
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print(f"Text: {content.text}")
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# Example 2: Parsing structured content from JSON tools
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result = await session.call_tool("get_user", {"id": "123"})
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if hasattr(result, "structuredContent") and result.structuredContent:
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# Access structured data directly
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user_data = result.structuredContent
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print(f"User: {user_data.get('name')}, Age: {user_data.get('age')}")
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# Example 3: Parsing embedded resources
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result = await session.call_tool("read_config", {})
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for content in result.content:
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if isinstance(content, types.EmbeddedResource):
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resource = content.resource
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if isinstance(resource, types.TextResourceContents):
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print(f"Config from {resource.uri}: {resource.text}")
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elif isinstance(resource, types.BlobResourceContents):
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print(f"Binary data from {resource.uri}")
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# Example 4: Parsing image content
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result = await session.call_tool("generate_chart", {"data": [1, 2, 3]})
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for content in result.content:
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if isinstance(content, types.ImageContent):
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print(f"Image ({content.mimeType}): {len(content.data)} bytes")
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# Example 5: Handling errors
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result = await session.call_tool("failing_tool", {})
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if result.isError:
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print("Tool execution failed!")
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for content in result.content:
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if isinstance(content, types.TextContent):
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print(f"Error: {content.text}")
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async def main():
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await parse_tool_results()
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if __name__ == "__main__":
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asyncio.run(main())
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