LinkedIn data in Claude. Pay per record.

import os, requests

BASE = "https://apiforagents.dev"
KEY = os.environ["AFA_KEY"]  # an API key from the console, or an agent's token

def linkedin(op: str, **params) -> dict:
    """Call one LinkedIn operation. Add estimateOnly=True for a free quote."""
    r = requests.post(
        f"{BASE}/v1/linkedin",
        headers={"Authorization": f"Bearer {KEY}"},
        json={"op": op, **params},
        timeout=120,
    )
    body = r.json()
    if r.status_code != 200:
        raise RuntimeError(f"{body.get('error')}: {body.get('error_description')}")
    return body  # read body["coverage"] and body["notes"] before body["data"]

import anthropic

client = anthropic.Anthropic()
tools = [{
    "name": "linkedin_profiles",
    "description": "Look up public LinkedIn profiles by /in/<handle> or URL (up to 10).",
    "input_schema": {"type": "object", "properties": {"handles": {"type": "array", "items": {"type": "string"}}}, "required": ["handles"]},
}]
msg = client.messages.create(
    model="claude-sonnet-5-5", max_tokens=1024, tools=tools,
    messages=[{"role": "user", "content": "Where does satyanadella work now?"}],
)
for block in msg.content:
    if block.type == "tool_use":
        result = linkedin("profiles", subjects=block.input["handles"])  # send back as tool_result