How do I get a Drift Auth Token?

Log in to your Drift account, navigate to **Settings > App Settings**, and create a new app or use an existing one to generate a **Personal Access Token**. Ensure the app has the necessary scopes for conversations and contacts.

Can the agent reply to Drift conversations?

This integration currently focuses on listing and auditing conversations, contacts, and agents. Sending active replies should be managed via the Drift agent application or web interface.

Does the integration show live agent presence?

Yes, you can use the list_drift_agents or quick_agent_availability_audit tools to retrieve real-time availability and presence statuses for your support and sales teams.

Drift MCP Server for LangChain 10 tools — connect in under 2 minutes

Name: Drift
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 10 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Drift through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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({
        "drift": {
            "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 Drift, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Drift MCP Server

Integrate Drift, the leading conversational marketing and sales platform, directly into your AI workflow. Manage your customer conversations and transcripts, track identified contacts and their profile attributes, monitor agent availability and roles, and oversee your conversational playbooks using natural language.

LangChain's ecosystem of 500+ components combines seamlessly with Drift 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

Conversation Oversight — List and retrieve detailed information and full transcripts for all your Drift customer interactions.
Contact Intelligence — Monitor identified contacts, their email addresses, custom profile attributes, and organizational accounts.
Agent Management — Track real-time agent availability statuses, presence, and organizational roles across your team.
Playbook Monitoring — List all configured conversational playbooks (bots) and identify their current activation statuses.

The Drift 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 Drift to LangChain via MCP

Follow these steps to integrate the Drift 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 Drift via MCP

Why Use LangChain with the Drift MCP Server

LangChain provides unique advantages when paired with Drift through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine Drift 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 Drift queries for multi-turn workflows

Drift + LangChain Use Cases

Practical scenarios where LangChain combined with the Drift MCP Server delivers measurable value.

RAG with live data: combine Drift tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Drift, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Drift tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Drift tool call, measure latency, and optimize your agent's performance

Drift MCP Tools for LangChain (10)

These 10 tools become available when you connect Drift to LangChain via MCP:

get_contact_profile

Get full profile data and interaction history for a specific contact

get_conversation_details

Get detailed information and full transcript for a specific conversation

get_drift_platform_metadata

Retrieve metadata for the current authenticated Drift account

list_drift_agents

List all registered agents and users in your Drift organization

list_drift_contacts

List all contacts synchronized or identified in your Drift account

list_drift_conversations

List all active and recent customer conversations in Drift

list_drift_playbooks

List all configured conversational playbooks (bots)

list_latest_customer_interactions

Identify the most recently updated customer conversations

quick_agent_availability_audit

Retrieve a high-level summary of active agent availability statuses

search_contacts_by_email

Search for a contact using their email address

Example Prompts for Drift in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Drift immediately.

"List all active Drift conversations."

"Show me the contact profile for 'robert.brown@example.org'."

"Who is currently available to take chats in Drift?"

Troubleshooting Drift MCP Server with LangChain

Common issues when connecting Drift to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Drift + LangChain FAQ

Common questions about integrating Drift MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use 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?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.