Hiveage MCP Server for LangChain 12 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Hiveage 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({
"hiveage": {
"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 Hiveage, 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 Hiveage MCP Server
Connect your Hiveage account to any AI agent and take full control of your online invoicing, estimates, and customer network through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Hiveage 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
- Invoicing Oversight — List all invoices, retrieve detailed billing data using unique hash keys, and monitor payment status.
- Estimate Management — Access your quotations and estimates history to stay on top of pending deals.
- Payment Recording — Manually record payments against invoices directly from the chat interface.
- Customer Network — List and inspect connections (customers/vendors) in your business network.
- Document Delivery — Send invoices to your customers via email with a single command.
- Tax & Item Visibility — List saved billing items and tax profiles to ensure accurate invoicing.
The Hiveage MCP Server exposes 12 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 Hiveage to LangChain via MCP
Follow these steps to integrate the Hiveage 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 12 tools from Hiveage via MCP
Why Use LangChain with the Hiveage MCP Server
LangChain provides unique advantages when paired with Hiveage through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Hiveage 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 Hiveage queries for multi-turn workflows
Hiveage + LangChain Use Cases
Practical scenarios where LangChain combined with the Hiveage MCP Server delivers measurable value.
RAG with live data: combine Hiveage tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Hiveage, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Hiveage tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Hiveage tool call, measure latency, and optimize your agent's performance
Hiveage MCP Tools for LangChain (12)
These 12 tools become available when you connect Hiveage to LangChain via MCP:
get_api_profile
Retrieve information about the authenticated account
get_customer_details
Get detailed profile information for a network connection
get_estimate_details
Get detailed information about a specific estimate
get_invoice_details
Get detailed information about a specific invoice
list_billing_items
List saved items and services used for invoicing
list_customers
List all connections (customers/vendors) in your network
list_estimates
List all estimates (quotations) in Hiveage
list_invoice_payments
List all payments recorded for a specific invoice
list_invoices
Use this to monitor billing and find hash keys for specific invoice actions. List all invoices in your Hiveage account
list_tax_profiles
List all configured tax profiles
record_payment
Pass details as a JSON string in "body_json" (requires amount, date, and payment_method). Record a manual payment against an invoice
send_invoice_email
Deliver an invoice to the customer via email
Example Prompts for Hiveage in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Hiveage immediately.
"List all unpaid invoices and their total amounts."
"Record a cash payment of $500 for invoice hash 'kiLDAgtGzNpaAQ'."
"Show me the details for the estimate with key 'ests_992'."
Troubleshooting Hiveage MCP Server with LangChain
Common issues when connecting Hiveage to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersHiveage + LangChain FAQ
Common questions about integrating Hiveage 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 Hiveage 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 Hiveage to LangChain
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.
