Use Silicon Analysts with the Anthropic SDK

# claude_with_silicon_analysts.py
import os
from anthropic import Anthropic

client = Anthropic()  # reads ANTHROPIC_API_KEY from env

response = client.beta.messages.create(
    model="claude-sonnet-4-5",
    max_tokens=1024,
    messages=[{
        "role": "user",
        "content": "What's the manufacturing cost breakdown for an NVIDIA H100? "
                   "Compare it to the B200."
    }],
    mcp_servers=[{
        "type": "url",
        "url": "https://siliconanalysts.com/api/mcp",
        "name": "silicon-analysts",
        "authorization_token": os.environ["SA_API_KEY"],
    }],
    betas=["mcp-client-2025-04-04"],
)

for block in response.content:
    if block.type == "text":
        print(block.text)

// claude-with-silicon-analysts.ts
import Anthropic from '@anthropic-ai/sdk';

const client = new Anthropic(); // reads ANTHROPIC_API_KEY from env

const response = await client.beta.messages.create({
  model: 'claude-sonnet-4-5',
  max_tokens: 1024,
  messages: [{
    role: 'user',
    content:
      "What's the current wafer price range for TSMC N3, and how has " +
      "HBM3e pricing trended?",
  }],
  mcp_servers: [{
    type: 'url',
    url: 'https://siliconanalysts.com/api/mcp',
    name: 'silicon-analysts',
    authorization_token: process.env.SA_API_KEY!,
  }],
  betas: ['mcp-client-2025-04-04'],
});

for (const block of response.content) {
  if (block.type === 'text') console.log(block.text);
}

response = client.beta.messages.create(
    model="claude-sonnet-4-5",
    max_tokens=2048,
    system=(
        "You are a semiconductor cost analyst. When the user asks about chip "
        "economics, use the silicon-analysts MCP tools to ground your answer "
        "in current data. Cite the provenance.last_updated field."
    ),
    messages=[{
        "role": "user",
        "content": (
            "I'm taping out a 200mm² SoC on TSMC N4 with one HBM3e stack and "
            "CoWoS-S packaging. Estimate the per-die cost and the BOM. "
            "What's the typical mask-set NRE at this node?"
        )
    }],
    mcp_servers=[{
        "type": "url",
        "url": "https://siliconanalysts.com/api/mcp",
        "name": "silicon-analysts",
        "authorization_token": os.environ["SA_API_KEY"],
    }],
    betas=["mcp-client-2025-04-04"],
)