How do I find my Amilia Organization Identifier?

The Organization Identifier (formerly Rewrite URL) is the unique slug found in your Amilia store URL (e.g., `forest-explorers`). You can also use your numeric Organization ID.

How does authentication work?

Your agent uses your Username and Password to authenticate with the `/api/V3/authenticate` endpoint, retrieving a JWT token that is valid for 1 year to authorize subsequent requests.

Can I get an attendance roster for a specific class?

Yes! First, use `list_activity_occurrences` to find the specific date/time ID. Then, use `get_attendance` to retrieve the roster and check-in statuses for that occurrence.

Amilia MCP Server for LangChain 9 tools — connect in under 2 minutes

Name: Amilia
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 9 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Amilia through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "amilia": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using Amilia, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Amilia MCP Server

Connect your Amilia (SmartRec) account to your AI agent to unlock professional recreation management and participant orchestration. From auditing activity programs and monitoring attendance to managing household accounts and tracking registrations, your agent handles your community operations through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Amilia through native MCP adapters. Connect 9 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

What you can do

Program & Activity Orchestration — List and manage recreational programs, activities, and specific class occurrences
Account & Contact Oversight — Retrieve detailed profiles for families/households and their individual contacts
Registration Tracking — Audit sign-ups and retrieve registration histories for specific accounts
Attendance Management — Retrieve rosters and check-in statuses for specific event occurrences
Operational Insights — Quickly identify popular activities or retrieve attendance reports directly from your chat interface

The Amilia MCP Server exposes 9 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Amilia to LangChain via MCP

Follow these steps to integrate the Amilia MCP Server with LangChain.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 9 tools from Amilia via MCP

Why Use LangChain with the Amilia MCP Server

LangChain provides unique advantages when paired with Amilia through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine Amilia MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across Amilia queries for multi-turn workflows

Amilia + LangChain Use Cases

Practical scenarios where LangChain combined with the Amilia MCP Server delivers measurable value.

RAG with live data: combine Amilia tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Amilia, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Amilia tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Amilia tool call, measure latency, and optimize your agent's performance

Amilia MCP Tools for LangChain (9)

These 9 tools become available when you connect Amilia to LangChain via MCP:

get_account_details

Get account profile

get_attendance

Get attendance roster

get_program_details

Get program metadata

list_accounts

List family accounts

list_activities

List program activities

list_activity_occurrences

List activity schedules

list_contacts

List account contacts

list_programs

g. Summer Camp, Fall Sessions). List recreational programs

list_registrations

List account registrations

Example Prompts for Amilia in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Amilia immediately.

"List all active programs in my organization."

"Show me the contacts associated with account ID 'acc_12345'."

"Get the attendance roster for occurrence ID 'occ_98765'."

Troubleshooting Amilia MCP Server with LangChain

Common issues when connecting Amilia to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Amilia + LangChain FAQ

Common questions about integrating Amilia MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.