ProfitWell MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Churn Subscription, Create Subscription, Exclude Customer, and more
GDPR Free for SubscribersLlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add ProfitWell as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this MCP Server for LlamaIndex
The ProfitWell MCP Server for LlamaIndex 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 llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to ProfitWell. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in ProfitWell?"
)
print(response)
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.
LlamaIndex agents combine ProfitWell tool responses with indexed documents for comprehensive, grounded answers. Connect 12 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex
When LlamaIndex 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 LlamaIndex via MCP
Follow these steps to wire ProfitWell into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the ProfitWell MCP Server
LlamaIndex provides unique advantages when paired with ProfitWell through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine ProfitWell tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain ProfitWell tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query ProfitWell, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what ProfitWell tools were called, what data was returned, and how it influenced the final answer
ProfitWell + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the ProfitWell MCP Server delivers measurable value.
Hybrid search: combine ProfitWell real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query ProfitWell to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying ProfitWell for fresh data
Analytical workflows: chain ProfitWell queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for ProfitWell in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting ProfitWell to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpProfitWell + LlamaIndex FAQ
Common questions about integrating ProfitWell MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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