MCP · A2A · Execution Layer

Connect your AI
to the real world.

Sandri is an MCP server and A2A orchestrator that gives any AI — Claude, ChatGPT, or your own mobile app — real hands. Book flights, triage email, manage calendars, and reserve tables through tools you already trust.

↳ ~$0 LLM cost · your AI client handles inference · Sandri handles execution · A2A orchestrator live

Get started freeSee how it works ↓
Claude Desktop · sandri.ai
// Connect Sandri — OAuth, 30 seconds
"mcpServers": {
"sandri": {
"url": "https://sandri.sandrios.com/mcp"
}
}
// 32 MCP tools · 1 A2A orchestrator
✓ sandri_email.triage_inbox
✓ sandri_booking.search_flights
✓ sandri_cal.create_event
✓ sandri_msg.get_unread
✓ agent-orchestrator [A2A]
+ 27 more tools
// MCP (Claude Desktop)
You → Book me dinner for 2 in Bandra, 8pm
Sandri · searching via Google Places...
// A2A (mobile app · plain text)
POST /functions/v1/agent-orchestrator
"Remind me to call Alice at 6pm"
→ state: input-required · confirm?
The attention crisis

Your AI client is capable.
Your apps aren't connected.

Knowledge workers lose nearly half their day to context-switching between apps their AI can't touch.

5+
messaging apps open
simultaneously per worker
100+
emails processed
every single day
72%
of professionals report
constant context-switching
4.4h
lost daily to manual
task coordination
The Product

One execution layer.
Every AI action.

Sandri connects your AI to your accounts today — and evolves into a fully ambient, proactive assistant over time.

Live now
1
MCP Server
Sandri exposes all agents as MCP tools. Connect to Claude Desktop, ChatGPT, or any MCP client in under 3 minutes. Your AI client handles all reasoning — Sandri is the execution layer. ~$0 LLM cost.
↳ $8/month · MCP Connect tier
Orchestrator live
2
A2A Agent Mesh
The A2A Orchestrator is live — any app can POST plain text to a single endpoint, get intent classified, routed to the right agent, and receive a friendly response. No MCP client required. Mobile app and Proactive Nudge Engine ship next.
↳ $29/month · Pro tier
Planned
3
Mobile App
iOS and Android bring the full ambient experience. Push notifications, background monitoring, WhatsApp and iMessage integration. Built on a backend proven in production for 6+ months.
↳ Included in Pro
How it works

Your AI client gets
real capabilities.

In 3 minutes, your Claude or ChatGPT gains the ability to act on your behalf — with your credentials, never exposed to the model.

01

Connect your accounts

Sign in and link Gmail, Google Calendar, Slack, Telegram, Notion, GitHub, Spotify, and more with one-click OAuth. Sandri stores credentials in an encrypted vault — your AI client never sees them.

02

Add Sandri to your AI client

Connect to Claude Desktop or ChatGPT via OAuth. Takes 30 seconds. 32 tools across 10 agents become immediately available — only the tools for services you've connected.

03

Ask your AI to act

Just ask Claude or ChatGPT what you need. It calls the right Sandri tools, presents options, and waits for your confirmation before any irreversible action. You stay in control.

04

Use the A2A orchestrator

The A2A Orchestrator is live today. Send a plain-text message from any app, and Sandri classifies intent, routes to the right agent, and returns a friendly response — no MCP client needed. Mobile app and proactive nudges are next.

MCP Tool Library

32 tools across
10 agent domains.

All available to any MCP-compatible AI client from day one. Only the tools for services you've connected are exposed — your tool list is personalized automatically.

sandri_messaging
get_unread(platforms, limit)send_message(platform, recipient, body)summarise_thread(thread_id)
sandri_email
triage_inbox(priority_filter)draft_reply(thread_id, context)schedule_meeting(email_thread_id)
sandri_calendar
get_availability(date_range)create_event(details, invitees)resolve_conflict(event_ids)
sandri_booking
search_flights(origin, dest, date)confirm_restaurant(restaurant_id, pax)confirm_booking(id)monitor_itinerary(id)
sandri_reminder
set(trigger_time, message)list(upcoming_only)cancel(reminder_id)
sandri_search
web(query, num_results)fetch_url(url)summarise(content, focus)
sandri_notion
search_pages(query)create_page(title, content)update_page(page_id, updates)
sandri_drive
search_files(query, mime_type)read_file(file_id)create_document(title, content)
sandri_github
list_issues(owner, repo)create_issue(owner, repo, title)list_prs(owner, repo)get_notifications()
sandri_spotify
now_playing()play_pause(action)search_music(query, type)create_playlist(name)
Market

A massive market,
at an inflection point.

MCP is becoming the standard protocol for AI tool use. Sandri is positioned at the intersection of AI adoption and the $14B personal productivity market.

$14.2B
AI personal assistant market by 2030 · CAGR 28%
2.8B
WhatsApp + Telegram users — Sandri's messaging integration surface
~$0
LLM cost in MCP tier — your AI client handles inference, Sandri handles execution
PlatformMCP-nativeMulti-platform~$0 LLMAmbient AI
Sandri✓✓✓✓
Zapier—✓——
Make / n8n—✓——
Claude Integrations✓———
Integrations

The apps you live in,
connected.

Live integrations are available today. Coming soon integrations are in active development.

Messaging
Live⚡ Slack✈️ TelegramSoon💬 WhatsApp🎮 Discord💬 iMessage
Email & Cal
Live📧 Gmail📅 Google Calendar☁️ Google DriveSoon📬 Outlook
Productivity
Live📝 Notion💻 GitHubSoon📊 Asana💼 Teams
Travel
Live✈️ SkyscannerSoon📡 FlightAware🏨 Booking.com
Food & Events
Live🍽️ Google Places🍷 OpenTableSoon🎟️ BookMyShow
Entertainment
Live🎵 SpotifySoon🎬 YouTube
"

The A2A Orchestrator is the bridge between the MCP server and the mobile app. Any client — a Flutter app, a WhatsApp bot, a web dashboard — can POST plain text and get a task back. The mobile app ships on a backend already proven in production.

Sandri Development Plan v2.0 · A2A Architecture Principle
Pricing

Free to start.
Grows with you.

Developer tier is free permanently. MCP Connect gives full tool access today. Pro unlocks the full ambient AI experience — Sandri-run orchestration, mobile app, and proactive nudges.

Always free
Developer
$0
no credit card required
  • MCP server access
  • 2 connectors
  • 20 tool calls / month
  • Public docs
Start free →
Available now
MCP Connect
$8
per month
  • All 10 agents as MCP tools
  • Bring your own AI client
  • All live connectors
  • 100 tool calls / month
  • Encrypted credential vault
  • Web dashboard
Get started →
Orchestrator live · app coming
Pro
$29
per month · annual billing
  • A2A orchestrator (live now)
  • iOS + Android mobile app
  • Unlimited AI actions
  • Proactive nudge engine
  • Persistent memory
  • All connectors
  • Priority support
Reserve at $29 →
Coming soon
Team
$18
per seat · min 5 seats
  • Everything in Pro
  • Microsoft Teams + Outlook
  • Shared team inbox view
  • Admin dashboard + SSO
  • Audit logs
  • Dedicated onboarding
Notify me →

Ready to give your AI
real hands?

Start free. Connect Gmail, Slack, Notion, GitHub and more — then ask your AI client to act. No new app to learn, no new AI to trust.

Sign up now →