Billsby MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Billsby 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
Vinkius supports streamable HTTP and SSE.
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({
"billsby": {
"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 Billsby, 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 Billsby MCP Server
Connect your Billsby account to any AI agent and orchestrate your subscription billing workflows through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Billsby 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
- Customer Management — List, retrieve, and create customer profiles within your billing system.
- Subscription Oversight — Query and manage subscriptions, plans, and add-ons linked to your customers.
- Invoicing Audits — Access recent invoices and their payment statuses to ensure steady cash flow.
- Product Catalog — Retrieve available products and their pricing structures from Billsby.
The Billsby 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 Billsby to LangChain via MCP
Follow these steps to integrate the Billsby 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 Billsby via MCP
Why Use LangChain with the Billsby MCP Server
LangChain provides unique advantages when paired with Billsby through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Billsby 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 Billsby queries for multi-turn workflows
Billsby + LangChain Use Cases
Practical scenarios where LangChain combined with the Billsby MCP Server delivers measurable value.
RAG with live data: combine Billsby tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Billsby, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Billsby tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Billsby tool call, measure latency, and optimize your agent's performance
Billsby MCP Tools for LangChain (10)
These 10 tools become available when you connect Billsby to LangChain via MCP:
create_customer
Create a new customer
get_customer
Get specific customer details
get_customer_subscriptions
List subscriptions for a specific customer
get_subscription
Get specific subscription details
list_addons
List available add-ons
list_customers
List all customers
list_invoices
List recent invoices
list_plans
List all subscription plans
list_products
List all products
list_subscriptions
List all subscriptions
Example Prompts for Billsby in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Billsby immediately.
"List all our active customers."
"Show subscriptions for customer c_1."
"List all available subscription plans."
Troubleshooting Billsby MCP Server with LangChain
Common issues when connecting Billsby to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersBillsby + LangChain FAQ
Common questions about integrating Billsby 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?
Connect Billsby with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Billsby to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
