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Anthropic (Claude) provider for Metorial

Project description

metorial-anthropic

Anthropic (Claude) provider integration for Metorial - enables using Metorial tools with Claude models through Anthropic's tool calling API.

Installation

pip install metorial-anthropic
# or
uv add metorial-anthropic
# or
poetry add metorial-anthropic

Features

  • 🤖 Claude Integration: Full support for Claude 3.5, Claude 3, and other Anthropic models
  • 🛠️ Tool Calling: Native Anthropic tool format support
  • 📡 Session Management: Automatic tool lifecycle handling
  • 🔄 Format Conversion: Converts Metorial tools to Anthropic tool format
  • Async Support: Full async/await support

Usage

Basic Usage

import asyncio
from anthropic import Anthropic
from metorial import Metorial
from metorial_anthropic import MetorialAnthropicSession

async def main():
    # Initialize clients
    metorial = Metorial(api_key="your-metorial-api-key")
    anthropic = Anthropic(api_key="your-anthropic-api-key")
    
    # Create session with your server deployments
    async with metorial.session(["your-server-deployment-id"]) as session:
        # Create Anthropic-specific wrapper
        anthropic_session = MetorialAnthropicSession(session.tool_manager)
        
        messages = [
            {"role": "user", "content": "What are the latest commits?"}
        ]
        
        # Remove duplicate tools by name (Anthropic requirement)
        unique_tools = list({t["name"]: t for t in anthropic_session.tools}.values())
        
        response = await anthropic.messages.create(
            model="claude-3-5-sonnet-20241022",
            max_tokens=1024,
            messages=messages,
            tools=unique_tools
        )
        
        # Handle tool calls
        tool_calls = [c for c in response.content if c.type == "tool_use"]
        if tool_calls:
            tool_response = await anthropic_session.call_tools(tool_calls)
            messages.append({"role": "assistant", "content": response.content})
            messages.append(tool_response)
            
            # Continue conversation...

asyncio.run(main())

Using Convenience Functions

from metorial_anthropic import build_anthropic_tools, call_anthropic_tools

async def example_with_functions():
    # Get tools in Anthropic format
    tools = build_anthropic_tools(tool_manager)
    
    # Call tools from Anthropic response
    tool_response = await call_anthropic_tools(tool_manager, tool_calls)

API Reference

MetorialAnthropicSession

Main session class for Anthropic integration.

session = MetorialAnthropicSession(tool_manager)

Properties:

  • tools: List of tools in Anthropic format

Methods:

  • async call_tools(tool_calls): Execute tool calls and return user message

build_anthropic_tools(tool_mgr)

Build Anthropic-compatible tool definitions.

Returns: List of tool definitions in Anthropic format

call_anthropic_tools(tool_mgr, tool_calls)

Execute tool calls from Anthropic response.

Returns: User message with tool results

Tool Format

Tools are converted to Anthropic's format:

{
    "name": "tool_name",
    "description": "Tool description",
    "input_schema": {
        "type": "object",
        "properties": {...},
        "required": [...]
    }
}

Error Handling

try:
    tool_response = await anthropic_session.call_tools(tool_calls)
except Exception as e:
    print(f"Tool execution failed: {e}")

Tool errors are returned as error messages in the response format.

Dependencies

  • anthropic>=0.40.0
  • metorial-mcp-session>=1.0.0
  • typing-extensions>=4.0.0

License

MIT License - see LICENSE file for details.

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