ProfitWell MCP Server for LangChainGive LangChain instant access to 12 tools to Churn Subscription, Create Subscription, Exclude Customer, and more
GDPR Free for SubscribersLangChain is the leading Python framework for composable LLM applications. Connect ProfitWell through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this MCP Server for LangChain
The ProfitWell MCP Server for LangChain is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport 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({
"profitwell": {
"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 ProfitWell, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* 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 ProfitWell MCP Server
Connect your ProfitWell (Paddle Metrics) account to any AI agent and take full control of your subscription revenue orchestration through natural conversation. ProfitWell provides a world-class platform for subscription intelligence, and this integration allows you to retrieve real-time metrics (MRR, Churn, LTV), manage customer history, and update subscription data directly from your chat interface.
LangChain's ecosystem of 500+ components combines seamlessly with ProfitWell through native MCP adapters. Connect 12 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
- Metric & Revenue Orchestration — Retrieve monthly and daily subscription metrics programmatically to maintain a clear overview of your business growth.
- Customer Lifecycle Intelligence — Access and monitor detailed customer history, including subscription changes and churn events directly from the AI interface.
- Subscription & Manual Data Control — Create, update, and 'un-churn' subscriptions via natural language to keep your revenue data synchronized.
- Retention & LTV Monitoring — Retrieve retention metrics and customer lifetime value (LTV) metadata to ensure your unit economics are always optimized.
- Operational Monitoring — Track system health and manage plan metadata using simple AI commands.
The ProfitWell MCP Server exposes 12 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 ProfitWell tools available for LangChain
When LangChain connects to ProfitWell through Vinkius, your AI agent gets direct access to every tool listed below — spanning subscription-metrics, churn-analysis, mrr-tracking, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Churn subscription on ProfitWell
Mark churn event
Create subscription on ProfitWell
Add new subscriber
Exclude customer on ProfitWell
g. test accounts). Exclude from metrics
Get account status on ProfitWell
Get API status
Get customer history on ProfitWell
Get billing history
Get customer ltv on ProfitWell
Get Lifetime Value
Get daily metrics on ProfitWell
Get daily growth stats
Get monthly metrics on ProfitWell
Get monthly financial stats
Get retention stats on ProfitWell
Get churn metrics
List subscription plans on ProfitWell
List product plans
Unchurn subscription on ProfitWell
Reverse a cancellation
Update subscription on ProfitWell
Update subscription
Connect ProfitWell to LangChain via MCP
Follow these steps to wire ProfitWell into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the ProfitWell MCP Server
LangChain provides unique advantages when paired with ProfitWell through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine ProfitWell 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 ProfitWell queries for multi-turn workflows
ProfitWell + LangChain Use Cases
Practical scenarios where LangChain combined with the ProfitWell MCP Server delivers measurable value.
RAG with live data: combine ProfitWell tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query ProfitWell, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain ProfitWell tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every ProfitWell tool call, measure latency, and optimize your agent's performance
Example Prompts for ProfitWell in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with ProfitWell immediately.
"List all monthly metrics for my account."
"Show me our MRR trend for the last 6 months with churn and expansion breakdown."
"Identify the top 10 customers at risk of churning based on engagement and usage patterns."
Troubleshooting ProfitWell MCP Server with LangChain
Common issues when connecting ProfitWell to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersProfitWell + LangChain FAQ
Common questions about integrating ProfitWell MCP Server with LangChain.
How does LangChain connect to MCP servers?
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?
Can I trace MCP tool calls in LangSmith?
Explore More MCP Servers
View all →
Notion Alternative
13 toolsManage Notion pages, databases and blocks via API — search content, query databases, create rows and append blocks from any AI agent.
Withings
10 toolsAccess comprehensive health and fitness data — track weight, blood pressure, sleep cycles, steps, workouts, and heart rate directly from Withings devices.
NVIDIA AI
9 toolsAccess LLMs, embeddings, code generation, and reasoning via NVIDIA API Catalog.
Wolfram Alpha
5 toolsSolve math, science, and engineering queries with computational intelligence.