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Conductor (Netflix OSS) MCP Server for LangChainGive LangChain instant access to 49 tools to Add Task Log, Bulk Pause, Bulk Remove, and more

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LangChain is the leading Python framework for composable LLM applications. Connect Conductor (Netflix OSS) 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 for LangChain

The Conductor (Netflix OSS) MCP Server for LangChain is a standout in the Industry Titans category — giving your AI agent 49 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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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({
        "conductor-netflix-oss": {
            "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 Conductor (Netflix OSS), show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())
Conductor (Netflix OSS)
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 Conductor (Netflix OSS) MCP Server

Connect your Netflix Conductor instance to any AI agent to orchestrate complex microservices and workflows through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Conductor (Netflix OSS) through native MCP adapters. Connect 49 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

  • Workflow Management — List all registered workflow definitions, fetch specific versions, and manage the lifecycle of your orchestration logic.
  • Task Definitions — Query and manage the underlying task types that power your microservices, ensuring your workers are correctly configured.
  • Validation & Testing — Validate workflow JSON definitions before saving them to the server to prevent runtime errors.
  • Execution Control — Start new workflow instances asynchronously directly from your AI assistant.
  • Batch Operations — Update or create multiple workflow and task definitions in a single request for rapid deployment.

The Conductor (Netflix OSS) MCP Server exposes 49 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 49 Conductor (Netflix OSS) tools available for LangChain

When LangChain connects to Conductor (Netflix OSS) through Vinkius, your AI agent gets direct access to every tool listed below — spanning workflow-orchestration, microservices, netflix-conductor, 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.

add

Add task log on Conductor (Netflix OSS)

Add a log entry to a task

bulk

Bulk pause on Conductor (Netflix OSS)

Bulk pause workflows

bulk

Bulk remove on Conductor (Netflix OSS)

Bulk remove workflows

bulk

Bulk restart on Conductor (Netflix OSS)

Bulk restart workflows

bulk

Bulk resume on Conductor (Netflix OSS)

Bulk resume workflows

bulk

Bulk retry on Conductor (Netflix OSS)

Bulk retry workflows

bulk

Bulk search on Conductor (Netflix OSS)

Bulk search workflows by ID

bulk

Bulk terminate on Conductor (Netflix OSS)

Bulk terminate workflows

create

Create event handler on Conductor (Netflix OSS)

Create a new event handler

create

Create task definitions on Conductor (Netflix OSS)

Create new task definitions

create

Create workflow definition on Conductor (Netflix OSS)

Create a new workflow definition

delete

Delete event handler on Conductor (Netflix OSS)

Delete an event handler

delete

Delete task definition on Conductor (Netflix OSS)

Delete a task definition

delete

Delete workflow definition on Conductor (Netflix OSS)

Delete a workflow definition

execute

Execute workflow on Conductor (Netflix OSS)

Execute a workflow (Synchronous)

get

Get all queues on Conductor (Netflix OSS)

Get pending counts for all queues

get

Get correlated workflows on Conductor (Netflix OSS)

Get workflows by correlation ID

get

Get event handlers on Conductor (Netflix OSS)

Get all event handlers

get

Get queue size on Conductor (Netflix OSS)

Get queue depth for a task type

get

Get running workflows on Conductor (Netflix OSS)

Get running workflow IDs by type

get

Get task definition on Conductor (Netflix OSS)

Get a task definition by name

get

Get task definitions on Conductor (Netflix OSS)

Get all task definitions

get

Get task logs on Conductor (Netflix OSS)

Retrieve logs for a task

get

Get workflow on Conductor (Netflix OSS)

Get workflow execution by ID

get

Get workflow definition on Conductor (Netflix OSS)

Get a workflow definition by name

get

Get workflow definitions on Conductor (Netflix OSS)

Get all workflow definitions

get

Get workflow names and versions on Conductor (Netflix OSS)

Get all workflow names and versions

get

Get workflow tasks on Conductor (Netflix OSS)

Get tasks for a workflow execution

pause

Pause workflow on Conductor (Netflix OSS)

Pause a workflow

poll

Poll batch tasks on Conductor (Netflix OSS)

Long poll for multiple tasks

poll

Poll task on Conductor (Netflix OSS)

Poll for a single task

remove

Remove workflow on Conductor (Netflix OSS)

Remove a workflow from the system

requeue

Requeue tasks on Conductor (Netflix OSS)

Requeue pending tasks

rerun

Rerun workflow on Conductor (Netflix OSS)

Rerun a workflow from a specific task

restart

Restart workflow on Conductor (Netflix OSS)

Restart a workflow from the beginning

resume

Resume workflow on Conductor (Netflix OSS)

Resume a paused workflow

retry

Retry workflow on Conductor (Netflix OSS)

Retry the last failed task

search

Search workflows on Conductor (Netflix OSS)

Search workflows (returns WorkflowSummary)

search

Search workflows v2 on Conductor (Netflix OSS)

Search workflows (returns full Workflow objects)

skip

Skip task on Conductor (Netflix OSS)

Skip a task in a running workflow

start

Start workflow on Conductor (Netflix OSS)

Start a new workflow execution (Asynchronous)

terminate

Terminate workflow on Conductor (Netflix OSS)

Terminate a running workflow

update

Update event handler on Conductor (Netflix OSS)

Update an existing event handler

update

Update task on Conductor (Netflix OSS)

Update task result

update

Update task by ref on Conductor (Netflix OSS)

Update task by reference name

update

Update task definition on Conductor (Netflix OSS)

Update a task definition

update

Update task v2 on Conductor (Netflix OSS)

Update task and poll for the next available task

update

Update workflow definitions on Conductor (Netflix OSS)

Create or update workflow definitions (batch)

validate

Validate workflow definition on Conductor (Netflix OSS)

Validate a workflow definition without saving

Connect Conductor (Netflix OSS) to LangChain via MCP

Follow these steps to wire Conductor (Netflix OSS) into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save the code and run python agent.py
04

Explore tools

The agent discovers 49 tools from Conductor (Netflix OSS) via MCP

Why Use LangChain with the Conductor (Netflix OSS) MCP Server

LangChain provides unique advantages when paired with Conductor (Netflix OSS) through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine Conductor (Netflix OSS) MCP tools with 500+ LangChain components

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

Memory and conversation persistence let agents maintain context across Conductor (Netflix OSS) queries for multi-turn workflows

Conductor (Netflix OSS) + LangChain Use Cases

Practical scenarios where LangChain combined with the Conductor (Netflix OSS) MCP Server delivers measurable value.

01

RAG with live data: combine Conductor (Netflix OSS) tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query Conductor (Netflix OSS), synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain Conductor (Netflix OSS) tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every Conductor (Netflix OSS) tool call, measure latency, and optimize your agent's performance

Example Prompts for Conductor (Netflix OSS) in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Conductor (Netflix OSS) immediately.

01

"List all workflow names and their versions currently registered in Conductor."

02

"Show me the full definition for the workflow 'user_onboarding' version 2."

03

"Start a new execution of the 'payment_processing' workflow."

Troubleshooting Conductor (Netflix OSS) MCP Server with LangChain

Common issues when connecting Conductor (Netflix OSS) to LangChain through Vinkius, and how to resolve them.

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Conductor (Netflix OSS) + LangChain FAQ

Common questions about integrating Conductor (Netflix OSS) MCP Server with LangChain.

01

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.
02

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.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

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