Watchmode Streaming Availability MCP Server for LangChain 8 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Watchmode Streaming Availability through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
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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({
"streaming-availability": {
"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 Watchmode Streaming Availability, 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 Watchmode Streaming Availability MCP Server
Connect your AI agent to Watchmode, the most accurate streaming availability metadata API. This MCP provides 8 tools to search, discover, and analyze where movies and TV shows are available to stream, rent, or buy across 200+ platforms in multiple regions.
LangChain's ecosystem of 500+ components combines seamlessly with Watchmode Streaming Availability through native MCP adapters. Connect 8 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
- Title Search — Look up any movie or TV show by name to get Watchmode IDs and basic metadata
- Full Details + Sources — Retrieve comprehensive metadata (plot, ratings, genres) with all streaming sources and deep links in a single call
- Availability Lookup — Find exactly which platforms host a title: subscription, rent, buy, or free
- Platform Discovery — List all streaming services available in a specific country or region
- Cast & Crew — Access actors, directors, and writers for any title
- Genre Catalog — Browse all available genres for filtering
- New Releases — Track recently added titles across streaming platforms
The Watchmode Streaming Availability MCP Server exposes 8 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 Watchmode Streaming Availability to LangChain via MCP
Follow these steps to integrate the Watchmode Streaming Availability 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 8 tools from Watchmode Streaming Availability via MCP
Why Use LangChain with the Watchmode Streaming Availability MCP Server
LangChain provides unique advantages when paired with Watchmode Streaming Availability through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Watchmode Streaming Availability 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 Watchmode Streaming Availability queries for multi-turn workflows
Watchmode Streaming Availability + LangChain Use Cases
Practical scenarios where LangChain combined with the Watchmode Streaming Availability MCP Server delivers measurable value.
RAG with live data: combine Watchmode Streaming Availability tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Watchmode Streaming Availability, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Watchmode Streaming Availability tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Watchmode Streaming Availability tool call, measure latency, and optimize your agent's performance
Watchmode Streaming Availability MCP Tools for LangChain (8)
These 8 tools become available when you connect Watchmode Streaming Availability to LangChain via MCP:
get_title_cast
Get the cast and crew for a title
get_title_details
Get full details and streaming sources for a title
get_title_sources
Get all streaming sources where a title is available
list_genres
List all available genres
list_releases
List recently added or upcoming titles on streaming platforms
list_sources
) optionally filtered by country. List all streaming services available in a region
list_titles
Filter by type, streaming source, and region. Browse a catalog of titles with filters
search_titles
Returns matching titles with basic metadata. Search for a movie or TV show by name
Example Prompts for Watchmode Streaming Availability in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Watchmode Streaming Availability immediately.
"Where can I watch 'The Last of Us'?"
"List all streaming platforms available in Brazil."
"Get the full cast of 'Oppenheimer'."
Troubleshooting Watchmode Streaming Availability MCP Server with LangChain
Common issues when connecting Watchmode Streaming Availability to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersWatchmode Streaming Availability + LangChain FAQ
Common questions about integrating Watchmode Streaming Availability 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 Watchmode Streaming Availability 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 Watchmode Streaming Availability to LangChain
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.