Copilot CRM (Assembly) MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Copilot CRM (Assembly) 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({
"copilot-crm-assembly": {
"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 Copilot CRM (Assembly), 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 Copilot CRM (Assembly) MCP Server
Integrate Copilot (now rebranding to Assembly), the leading client portal and CRM platform for service businesses, directly into your AI workflow.
LangChain's ecosystem of 500+ components combines seamlessly with Copilot CRM (Assembly) 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
- Client Management — List, retrieve, and update client profiles and company associations.
- Billing Automation — Monitor invoices, check statuses, and pull payment details via chat.
- Portal Discovery — Search for files, messages, and custom fields within your client workspace.
The Copilot CRM (Assembly) 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 Copilot CRM (Assembly) to LangChain via MCP
Follow these steps to integrate the Copilot CRM (Assembly) 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 Copilot CRM (Assembly) via MCP
Why Use LangChain with the Copilot CRM (Assembly) MCP Server
LangChain provides unique advantages when paired with Copilot CRM (Assembly) through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Copilot CRM (Assembly) 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 Copilot CRM (Assembly) queries for multi-turn workflows
Copilot CRM (Assembly) + LangChain Use Cases
Practical scenarios where LangChain combined with the Copilot CRM (Assembly) MCP Server delivers measurable value.
RAG with live data: combine Copilot CRM (Assembly) tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Copilot CRM (Assembly), synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Copilot CRM (Assembly) tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Copilot CRM (Assembly) tool call, measure latency, and optimize your agent's performance
Copilot CRM (Assembly) MCP Tools for LangChain (10)
These 10 tools become available when you connect Copilot CRM (Assembly) to LangChain via MCP:
create_client
Creates a new client record with identity properties (name, email) and optional company linkages. Create a new client in the portal
get_client_details
Resolves granular profile data, including contact information, associated company linkages, and system-level metadata. Get detailed information about a specific client
list_clients
Resolves client identity properties including unique identifiers, names, emails, and account status across the portal system boundary. List all clients in your Copilot CRM
list_companies
Resolves corporate entity properties such as company IDs, legal names, and primary contact associations. List all companies in your Copilot CRM
list_custom_fields
Resolves custom field definitions, including field keys, data types, and display labels used across various entities. Retrieve definitions for custom fields used in CRM
list_files
Resolves file metadata including filenames, storage paths, upload timestamps, and access permissions. List files uploaded to the Copilot portal
list_forms
Resolves form definitions, including titles, submission endpoints, and configuration metadata. List intake or feedback forms available
list_invoices
Resolves billing data including amounts, due dates, payment status, and client/company bill-to associations. List all invoices and their statuses
list_portal_messages
Resolves portal message threads, including sender/receiver identity, message content summary, and timestamps. List messages sent through the client portal
update_client
Modifies specific attributes like name or account status while preserving other entity properties. Update existing client details
Example Prompts for Copilot CRM (Assembly) in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Copilot CRM (Assembly) immediately.
"List all active clients in my CRM."
"Check the status of my pending invoices."
"Search for any files uploaded by 'Acme Corp'."
Troubleshooting Copilot CRM (Assembly) MCP Server with LangChain
Common issues when connecting Copilot CRM (Assembly) to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersCopilot CRM (Assembly) + LangChain FAQ
Common questions about integrating Copilot CRM (Assembly) 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 Copilot CRM (Assembly) 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 Copilot CRM (Assembly) to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.