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  1. Home
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Qorami Sdk logo
Health: ActiveRecent health check succeeded.Last checked 9/9/2026, 5:34:56 PM

Qorami Sdk

User RatingsBe the first to rate and review this MCP server!
View Repository2 GitHub StarsTotal stargazers on GitHub for the source repository (2 stars).Visit Website
emailsecuritymcpai-agents

MCP server that checks emails before sending and returns send, human approval, or block decisions.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent โ€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag โ€” we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON โ–พ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "loicfontaine-max-qorami-sdk": {
      "command": "uvx",
      "args": [
        "qorami"
      ]
    }
  }
}

๐Ÿ’ก Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing Alternatives๐Ÿ’ฌ More in Communication

Overview

Qorami provides a stdio MCP server for evaluating outbound email actions before delivery. It exposes health checks, email verification, and action-status polling for Claude Desktop, Cursor, and other MCP clients. Decisions can include prompt-injection detection, machine-readable reason codes, and a cleaned email remediation.

Use cases

โ€ขVerify an email before an AI agent sends it
โ€ขRequest human approval for emails requiring review
โ€ขBlock emails containing unsafe or disallowed content
โ€ขPoll the status of an action after human review
โ€ขUse a redacted safe copy when remediation is available

Key features

โ€ขStdio MCP server
โ€ขqorami_health tool
โ€ขverify_email tool
โ€ขcheck_action_status tool
โ€ขSend, human-approval, or block decisions
โ€ขSafe-body remediation for certain risky content

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by Qorami Sdk.

Extracted Tool Capabilities
Stdio MCP server
qorami_health tool
verify_email tool
check_action_status tool
Send, human-approval, or block decisions
Safe-body remediation for certain risky content

Documentation Overview

Qorami SDK

Official clients, tool schemas and an MCP server for Qorami โ€” a control point between your AI agents and actually sending email. Before each send, the agent asks Qorami, which replies send, request_human_confirmation, or do_not_send.

Get an API key in the dashboard. Full API reference: https://qorami.fr/docs.

PathWhat
js/Zero-dependency JavaScript / TypeScript client (fetch, Node 18+ or browser).
python/Zero-dependency Python client (stdlib only) + LangChain, CrewAI, LlamaIndex & OpenAI-Agents tools.
tools/Drop-in OpenAI function-calling & Anthropic tool-use schemas for qorami_check_email.
mcp/Stdio MCP server (qorami_health, verify_email, check_action_status) for Claude Desktop, Cursor, any MCP client.
n8n-nodes-qorami/n8n community node (Settings โ†’ Community Nodes โ†’ n8n-nodes-qorami) โ€” guard an email, usable as an AI-Agent tool.
n8n/No-code recipe: guard a workflow's email with a plain HTTP Request node (no install).
examples/Runnable Node & Python quickstarts.

JavaScript / TypeScript

server.ts
import { QoramiClient } from './js/qorami.mjs'

const qorami = new QoramiClient({ apiKey: process.env.QORAMI_API_KEY })

await qorami.guard(
  { recipient: 'client@example.com', subject: 'Our offer', body, policyProfile: 'sales' },
  {
    send: () => mailer.send(),                            // allowed
    requestHumanConfirmation: (r) => queue(r.action.id), // a human was notified
    doNotSend: (r) => log('blocked', r.decision),        // do not send
  },
)

Or step by step with qorami.verify(...) and, after a review, poll qorami.status(actionId) until nextAction.type === 'send'.

Python

server.ts
from qorami import QoramiClient
qorami = QoramiClient(api_key=os.environ["QORAMI_API_KEY"])

result = qorami.verify(recipient="client@example.com", subject="Our offer",
                       body=email_body, policy_profile="sales")
if result.next_action_type == "send":
    send_email()
elif result.next_action_type == "request_human_confirmation":
    queue_for_review(result.action_id)   # a human was notified by email
# else: do_not_send

Agent framework tools

pip install qorami[<framework>] ships a drop-in qorami_check_email wrapper โ€” each returns ALLOWED / NEEDS HUMAN APPROVAL / BLOCKED and reuses the client:

FrameworkInstallImport
LangChainpip install qorami[langchain]from qorami_langchain import build_qorami_tool
CrewAIpip install qorami[crewai]from qorami_crewai import QoramiEmailGuard
LlamaIndexpip install qorami[llamaindex]from qorami_llamaindex import build_qorami_tool
OpenAI Agents SDKpip install qorami[openai-agents]from qorami_openai_agents import qorami_check_email
server.ts
from qorami_langchain import build_qorami_tool
tool = build_qorami_tool()        # reads QORAMI_API_KEY

No-code workflows (n8n) use a plain HTTP Request node โ€” see n8n/.

MCP server

Register Qorami as a native tool in Claude Desktop / Cursor / any MCP client โ€” see mcp/. It exposes qorami_health, verify_email and check_action_status over stdio.

The contract

Every client returns the same decision the agent must obey via nextAction.type: send, request_human_confirmation (a human approves first โ€” poll the action), or do_not_send. See https://qorami.fr/docs.

Cleaned version (auto-remediation)

When an email is risky only because of mechanically-removable content (a leaked secret, a suspicious link, an IBAN/card/SSN), the verify result carries a cleaned, sendable copy โ€” send remediation.safeBody instead of blocking outright:

server.ts
const r = await qorami.verify({ recipient, subject, body, policyProfile: 'general' })
if (r.nextAction.type === 'do_not_send' && r.remediation?.safeToSend) {
  mailer.send({ ...email, body: r.remediation.safeBody })   // safe, redacted copy
}
python
r = qorami.verify(recipient=..., subject=..., body=email_body)
if r.next_action_type == "do_not_send" and (r.remediation or {}).get("safeToSend"):
    send_email(body=r.remediation["safeBody"])   # safe, redacted copy

remediation.removed lists what was stripped (e.g. ["secret", "link"]). The MCP server surfaces the same field.

License

MIT โ€” see LICENSE.

Read the full README โ†’View source on GitHub โ†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks โ€” not a rating.

GitHub stars
2
Stargazers on the source repository.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.

Reviews

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Frequently Asked Questions about Qorami Sdk

It checks whether an email should be sent, sent after human confirmation, or blocked, including prompt-injection detection and other policy results.

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Technical Specs & Signals

Category๐Ÿ’ฌCommunication
PricingBring your own API key (usage-based cost)
More technical detailsExpand โ–พ
TransportSTDIO
RuntimePython
AuthAPI key
LicenseMIT
ClientsClaude Desktop, Cursor
Last updatedAug 11, 2026
Views1
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars2
GitHub Star CountTotal stargazers on GitHub representing community popularity (2 stars).
47Quality signal: Fair ยท 47/100How this signal is calculated โ–พ
Server availabilityNot measured

Not scored for repo-hosted servers โ€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools23/30
Adoption & activity2/15
Community engagement0/10

A guidance signal from public completeness & health data โ€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 27d ago via OSV.dev ยท qorami (PyPI)

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