qorami 1.0.0

Qorami client — a control point between your AI agents and sending email (send / request_human_confirmation / do_not_send).

qorami

Zero-dependency Python client (standard library only) for Qorami — a control point between your AI agents and sending email. Before each send, the agent asks Qorami, which answers send, request_human_confirmation, or do_not_send.

Install

pip install qorami

Python 3.8+.

Use

import os
from qorami import QoramiClient

qorami = QoramiClient(api_key=os.environ["QORAMI_API_KEY"])

result = qorami.verify(
    recipient="[e-mail]",
    subject="Our offer",
    body=email_body,
    policy_profile="sales",
)

if result.next_action_type == "send":
    send_email()                       # allowed
elif result.next_action_type == "request_human_confirmation":
    queue_for_review(result.action_id) # a human approves in the dashboard
# else do_not_send: don't send

A guard(...) helper and status(action_id) (poll after request_human_confirmation) are also available. Get an API key at https://qorami.fr/dashboard/; full reference at https://qorami.fr/docs.

Using Claude Desktop / Cursor / Windsurf or another MCP client? Skip the SDK and run the MCP server: npx qorami-mcp.

MIT