A2Me MCP Server
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@A2Me MCP Server When is grandma's birthday?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
A2Me MCP Server
v1 · read-only. A Model Context Protocol server that exposes read-only, privacy-redacted family-context tools for the A2Me family social platform — so assistants like Claude, ChatGPT, or KAI can answer "when is mom's birthday?" or help write a message to grandma, scoped to your own family.
Hosted at https://mcp.a2me.app/mcp and used in production for A2Me's Connect a2me feature.
Connect from an AI assistant
In Claude or ChatGPT, add a custom connector using the URL:
https://mcp.a2me.app/mcpYou'll be sent through OAuth to sign in to A2Me and grant read-only access; the assistant then has family-aware context scoped to your account.
Related MCP server: exo
Run it locally
npm install
npm run dev # stdio transport, mock data by defaultIt runs on stdio by default (for local MCP clients) and supports a remote HTTP transport (MCP_TRANSPORT=http) for the hosted deployment. By default it uses mock data (A2ME_USE_MOCK=true); set A2ME_API_URL + A2ME_USE_MOCK=false to call a real API. See .env.example.
Available Tools
Tool | Description |
| Returns the user's family members with relationship labels |
| Birthdays, anniversaries, and events in the next N days |
| Recent posts, photos, videos, birthday cards |
| A family member's profile, interests, and activity summary |
| How two family members are related |
| Context for writing a birthday card (memories, interests, tone) |
| Fuzzy search by name or relationship ("mom", "my grandmother") |
| Natural language date questions ("When is mom's birthday?") |
| Context for writing a message with suggestions |
| Upcoming events with the user's RSVP status and RSVP counts |
| A trip's dates, roster, travel details (flights/lodging), itinerary |
| A family member's life story chapters (or recent story answers) |
| Unanswered story questions — interview prep for a visit |
| A family member's wishlist for gift ideas |
| Keyword search over recent family posts and memories |
| Catch-up bundle: recent posts + what's coming up |
Prompts
The server also exposes prompts — one-click starting points that appear as connector commands in Claude (and suggestions in ChatGPT), so users get value without knowing tool names. Each steers the assistant to the read-only tools above:
Prompt | What it does |
| Draft a birthday card grounded in a person's context |
| Draft a message for any occasion/tone |
| Summarize what's new with the family |
| List upcoming birthdays/anniversaries with suggestions |
| Warm summary of a family member and how you're related |
The person argument on these prompts autocompletes from your family roster
(names + relationship labels) as you type — MCP argument completion, scoped to your
family. See src/prompts/index.ts and
src/completions.ts.
Example Scenarios
"Help me write a birthday card for my sister"
find_family_member→ resolves "my sister" to Sarah Walkerget_birthday_card_context→ returns interests (painting, hiking, coffee), tone suggestions
"When is grandma's birthday?"
answer_family_date_question→ returns Margaret Walker's birthday (November 8)
"What's been happening in the family?"
get_recent_family_activity→ returns recent posts, photos, events
"Help me write a thank you message to my dad"
get_message_context_for_person→ returns Robert Walker's context, interests, suggestions
"Who's in my family?"
get_family_members→ returns all family members with relationships
"What events are coming up?"
get_upcoming_family_dates→ returns upcoming birthdays, anniversaries, events
Architecture
┌─────────────────────────────────────────────────────────┐
│ MCP Client (LLM) │
│ (Claude, ChatGPT, KAI, etc.) │
└───────────────────────┬─────────────────────────────────┘
│ stdio (MCP Protocol)
┌───────────────────────▼─────────────────────────────────┐
│ A2Me MCP Server │
│ ┌─────────────────────────────────────────────────┐ │
│ │ Tool Registry (16 tools) │ │
│ └──────────────────────┬──────────────────────────┘ │
│ │ │
│ ┌──────────────────────▼──────────────────────────┐ │
│ │ Family Context Resolver │ │
│ │ (fuzzy matching, relationship resolution) │ │
│ └──────────────────────┬──────────────────────────┘ │
│ │ │
│ ┌──────────────────────▼──────────────────────────┐ │
│ │ A2Me API Client │ │
│ │ (currently mock, future: real HTTP calls) │ │
│ └──────────────────────┬──────────────────────────┘ │
│ │ │
│ ┌──────────────────────▼──────────────────────────┐ │
│ │ Auth Context │ │
│ │ (currently mock, future: OAuth/Firebase) │ │
│ └─────────────────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────┘
│ (future)
┌───────────────────────▼─────────────────────────────────┐
│ A2Me REST API │
│ (kinnectd-api service) │
└─────────────────────────────────────────────────────────┘Authentication
Currently uses mock authentication — always returns an authenticated user ("Alex Walker") for local development.
Future production integration:
OAuth2/Firebase token validation via A2Me API
Token passed via MCP session context or environment
Per-user data isolation (users only see their own family)
Required A2Me API Endpoints (Future)
Method | Endpoint | Description |
GET |
| List user's family members |
GET |
| Upcoming dates with filters |
GET |
| Recent family activity feed |
GET |
| Person profile with safe context |
GET |
| Relationship path between two people |
GET |
| Birthday card writing context |
ChatGPT app widgets
For ChatGPT (Apps SDK), four tools render an interactive inline widget instead of plain JSON:
get_upcoming_family_dates→ an Upcoming family dates cardget_family_members→ a Your family rosterget_person_profile→ a Family member profile cardget_recent_family_activity→ a Recent family activity feed
Each widget is a small React bundle in widgets/src/ built by
npm run build:widgets into dist-widgets/<name>.js|.css. The server serves those as
static assets (/widgets/...) and exposes each as a ui://widget/<name>.html
resource (MIME text/html+skybridge); the paired tool carries
_meta["openai/outputTemplate"] pointing at it. The widget reads the tool's
structuredContent from window.openai.toolOutput and renders it. Other MCP clients
(Claude, KAI) ignore the widgets and use the same tools' text output. See
src/widgets/registry.ts.
Development
npm run dev # Run the server with tsx (hot reload)
npm run build # Compile server (tsc) + build widget bundles
npm run build:server # Server only
npm run build:widgets # Widget bundles only (-> dist-widgets/)
npm run test # Run tests (incl. widget render tests)
npm run test:watch # Watch mode
npm run lint # ESLint
npm run format # Prettier
npm run check # Type check onlyPrivacy Design
This server is designed to be privacy-first:
No email addresses, phone numbers, or physical addresses are ever returned
Birthdays are shown as month-day only (no birth year)
No financial or health information
All data scoped to the authenticated user's family only
Managed accounts (children) have additional protections
Privacy Policy
Privacy policy: https://a2me.app/privacy
This connector accesses A2Me data on behalf of the authenticated user, over an OAuth 2.0 "Connect A2Me" flow, and is bound by the A2Me privacy policy above.
What we collect / access: read-only family-context data for the authenticated user's own family — member names, relationship labels, month–day of birthdays and events, and recent activity summaries. We never return email addresses, phone numbers, physical addresses, birth years, or financial/health data.
How it's used: returned to the connected AI assistant solely to answer the user's request in-session. The connector does not train models on this data and performs no writes back to A2Me.
Storage & retention: the connector holds no family data at rest. For transparency and abuse prevention we log access metadata (timestamp, tool name, calling assistant, scopes) in an append-only audit log; users can review this under Settings → Connected apps in A2Me.
Third-party sharing: OAuth tokens are issued and validated via our auth provider (Scalekit); no family data is shared with third parties beyond the AI assistant the user explicitly connected.
Contact: privacy@a2me.app · security disclosures per SECURITY.md.
Tech Stack
Runtime: Node.js 20+
Language: TypeScript (strict mode)
MCP SDK:
@modelcontextprotocol/sdkValidation: Zod
Testing: Vitest
Transport: Streamable HTTP (remote/production) and stdio (local dev)
License
Private — Kinnectd / A2Me
Available Tools
16 toolsanswer_family_date_questionAnswer family date questionARead-onlyIdempotentInspect
Answers natural language questions about family dates like "When is mom's birthday?"
Inputs: question (required).
find_family_memberFind family memberARead-onlyIdempotentInspect
Searches for a family member by name or relationship. Supports "my grandmother", "mom", "Sarah".
Inputs: query (required).
get_birthday_card_contextGet birthday card contextARead-onlyIdempotentInspect
Returns context for writing a birthday card — recipient's interests, memories, and tone suggestions.
Inputs: personId (required).
get_family_membersGet family membersARead-onlyIdempotentInspect
Returns the authenticated user's family members with relationship labels. Privacy-safe: no emails, phones, or full DOBs.
Inputs: no named parameters.
get_life_storyGet life storyARead-onlyIdempotentInspect
The written life story (biography chapters) of a family member, built from family memories. Use for 'tell me about grandma's childhood', writing toasts/speeches/eulogies, or family history questions.
Inputs: personName (required).
get_message_context_for_personGet message context for personARead-onlyIdempotentInspect
Returns context for writing a message to a family member with suggestions and privacy notes.
Inputs: personReference (required), tone, occasion.
get_person_profileGet person profileARead-onlyIdempotentInspect
Returns a family member's profile with interests and recent activity. No private contact info.
Inputs: personId (required).
get_person_wishlistGet person wishlistARead-onlyIdempotentInspect
A family member's wishlist — for gift ideas and birthday/holiday planning.
Inputs: personName (required).
get_recent_family_activityGet recent family activityBRead-onlyIdempotentInspect
Returns recent family activity (posts, photos, videos, birthday cards, events).
Inputs: limit, sinceHours.
get_relationship_between_peopleGet relationship between peopleARead-onlyIdempotentInspect
Returns the relationship between two family members in the family graph.
Inputs: personAId (required), personBId (required).
get_trip_overviewGet trip overviewARead-onlyIdempotentInspect
Everything about a family trip in one view: dates, destination, who's coming (with RSVP and pending invites), each person's travel details (flights and lodging — e.g. 'when does Marcia land'), and the itinerary of linked events.
Inputs: tripName.
get_unanswered_story_questionsGet unanswered story questionsARead-onlyIdempotentInspect
Story questions about a family member that nobody has answered yet — perfect for 'what should I ask Grandpa when I visit' interview prep.
Inputs: personName (required).
get_upcoming_eventsGet upcoming eventsARead-onlyIdempotentInspect
Upcoming events the user is invited to or hosting, with dates and their RSVP status. Use for questions like 'what's coming up' or 'when is the reunion'.
Inputs: limit.
get_upcoming_family_datesGet upcoming family datesARead-onlyIdempotentInspect
Returns upcoming birthdays, anniversaries, and family events. Dates shown as month-day only.
Inputs: daysAhead.
search_family_memoriesSearch family memoriesARead-onlyIdempotentInspect
Search recent family posts and memories by keyword, optionally filtered to one person or a time window. Use for 'what did we do last summer' or 'find the post about the lake trip'.
Inputs: query (required), sinceDays, personName.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 16 tools
Most tools target distinct resources (family members, dates, trips, stories, wishlists), but there is overlap between get_upcoming_family_dates and get_upcoming_events (both cover events) and between get_recent_family_activity and whats_new (both summarize recent activity). Descriptions help clarify, but an agent might occasionally misselect.
The majority of tools follow a get_noun pattern (12 of 16), but find_family_member, answer_family_date_question, search_family_memories, and whats_new deviate, breaking the otherwise consistent convention. This is a minor inconsistency.
At 16 tools, the count is just above the typical well-scoped range, but each tool addresses a distinct aspect of family context (members, dates, trips, stories, wishlists). The breadth feels appropriate for a family-assistant server, though a few could potentially be consolidated.
The tool surface covers a broad range of family-context needs: member lookup, events/trips, life stories, memories, wishlists, and context for writing. It is read-only, but that appears intentional. Minor gaps like detailed event details or photo-specific search exist, but agents can work around them.
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