How do I obtain a Softinn API Key?

Softinn restricts API access to registered merchants. You must reach out to their support team at support@mysoftinn.com to request an API key for your specific property.

Can my AI automatically update room statuses for cleaning?

Yes! Use the `update_room_status` tool with the specific Room ID and the target status (e.g., 'Clean', 'Dirty'). Your agent will synchronize the change with the PMS instantly.

Does it support real-time availability searching?

Absolutely. The `check_availability` tool queries the live booking engine to find vacant rooms between any two dates for your hotel.

Softinn MCP Server for LangChain 10 tools — connect in under 2 minutes

Name: Softinn
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Softinn 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({
        "softinn": {
            "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 Softinn, 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 Softinn MCP Server

Connect your AI agents to Softinn, the leading cloud-based Hotel Management System (PMS) and Booking Engine. This MCP provides 10 tools to automate the full lifecycle of your property operations, from real-time availability searches and reservation creation to housekeeping status updates and guest billing management.

LangChain's ecosystem of 500+ components combines seamlessly with Softinn through native MCP adapters. Connect 10 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

Reservation Orchestration — Search for vacant rooms and create guest reservations directly through natural conversation
Inventory Control — List room types and physical rooms to monitor occupancy and technical configurations in real-time
Housekeeping Management — Update room statuses (Clean, Dirty, Maintenance) to keep your operations synchronized
Financial Integration — Access guest folios, monitor outstanding balances, and record payments programmatically
Property Insights — Retrieve hotel metadata and summary configurations for high-level property oversight

The Softinn MCP Server exposes 10 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 Softinn to LangChain via MCP

Follow these steps to integrate the Softinn 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 10 tools from Softinn via MCP

Why Use LangChain with the Softinn MCP Server

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

The largest ecosystem of integrations, chains, and agents. combine Softinn 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 Softinn queries for multi-turn workflows

Softinn + LangChain Use Cases

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

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

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

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

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

Softinn MCP Tools for LangChain (10)

These 10 tools become available when you connect Softinn to LangChain via MCP:

add_folio_payment

Record a payment against a guest folio

check_availability

Search for available rooms in the hotel

create_reservation

Create a new guest reservation

get_hotel_summary

Get an overview of the hotel configuration

get_reservation_details

Get details for a specific reservation

list_all_rooms

List all physical rooms and their current metadata

list_reservation_folios

Retrieve billing folios for a reservation

list_reservations_by_date

List all reservations for a specific date

list_room_types

List all configured room types for the hotel

update_room_status

g., Clean, Dirty, Out of Order). Update the housekeeping or occupancy status of a room

Example Prompts for Softinn in LangChain

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

"Check room availability in my Softinn hotel from 2024-06-01 to 2024-06-05."

"Show me the arrival list for today."

"Update the status of room 302 to 'Clean'."

Troubleshooting Softinn MCP Server with LangChain

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

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Softinn + LangChain FAQ

Common questions about integrating Softinn 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.