Watchmode Streaming Availability MCP Server for LlamaIndex 8 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Watchmode Streaming Availability as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Watchmode Streaming Availability. "
"You have 8 tools available."
),
)
response = await agent.run(
"What tools are available in Watchmode Streaming Availability?"
)
print(response)
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.
LlamaIndex agents combine Watchmode Streaming Availability tool responses with indexed documents for comprehensive, grounded answers. Connect 8 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex via MCP
Follow these steps to integrate the Watchmode Streaming Availability MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 8 tools from Watchmode Streaming Availability
Why Use LlamaIndex with the Watchmode Streaming Availability MCP Server
LlamaIndex provides unique advantages when paired with Watchmode Streaming Availability through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Watchmode Streaming Availability tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Watchmode Streaming Availability tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Watchmode Streaming Availability, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Watchmode Streaming Availability tools were called, what data was returned, and how it influenced the final answer
Watchmode Streaming Availability + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Watchmode Streaming Availability MCP Server delivers measurable value.
Hybrid search: combine Watchmode Streaming Availability real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Watchmode Streaming Availability to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Watchmode Streaming Availability for fresh data
Analytical workflows: chain Watchmode Streaming Availability queries with LlamaIndex's data connectors to build multi-source analytical reports
Watchmode Streaming Availability MCP Tools for LlamaIndex (8)
These 8 tools become available when you connect Watchmode Streaming Availability to LlamaIndex 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 LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting Watchmode Streaming Availability to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpWatchmode Streaming Availability + LlamaIndex FAQ
Common questions about integrating Watchmode Streaming Availability MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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 LlamaIndex
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.