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How to Use the Colossyan MCP in LlamaIndex

Index Colossyan video assets into LlamaIndex to build searchable, knowledge-backed video generation workflows.

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LlamaIndex

Connect Colossyan MCP to LlamaIndex

Create your Vinkius account to connect Colossyan to LlamaIndex and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Index video metadata for semantic search

Stop guessing which video contains what content. This MCP Server lets your LlamaIndex agent pull video metadata using `get_video` and write it directly to a vector store. Once indexed, your agent can query past projects using semantic search instead of searching by ID. When you need to find a video about a specific topic, the agent locates the exact URL and settings in seconds.

Build RAG pipelines for video generation in LlamaIndex

Ground your video scripts in actual company documents. Your LlamaIndex agent retrieves context from your knowledge base and feeds it into `generate_draft` to create accurate drafts. This prevents the agent from hallucinating product specs or brand details. By combining document retrieval with `generate_from_template`, you ensure every generated video aligns perfectly with your source materials.

Audit your workspace assets programmatically

Keep your asset library organized without manual work. The agent uses `list_actors` and `list_voices` to inspect what resources are available in your workspace before starting a run. If the agent detects obsolete videos, it can call `delete_video` to keep your storage clean. This self-cleaning cycle ensures your vector index stays synchronized with your actual Colossyan workspace.

Setup guide

Set up Colossyan MCP in LlamaIndex

Prerequisites

  • Python 3.10+ installed
  • llama-index-tools-mcp package
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run pip install llama-index-tools-mcp llama-index-llms-openai. The MCP tools package provides BasicMCPClient and McpToolSpec.

  2. 2

    Connect with BasicMCPClient

    Point BasicMCPClient to your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports SSE and Streamable HTTP transports.

  3. 3

    Convert to LlamaIndex tools

    Call mcp_tool_spec.to_tool_list_async() to convert all Colossyan MCP tools into native FunctionTool objects that any LlamaIndex agent can use.

  4. 4

    Run with any LLM

    Create a FunctionAgent with the tools and your preferred LLM. Swap OpenAI for Anthropic, Gemini, or any LlamaIndex-supported provider.

agent.py
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Connect to the MCP
mcp_client = BasicMCPClient(
    "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
mcp_tool_spec = McpToolSpec(client=mcp_client)

# Convert MCP tools to LlamaIndex tools
tools = await mcp_tool_spec.to_tool_list_async()

# Create and run the agent
agent = FunctionAgent(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
    system_prompt="You have access to Colossyan tools.",
)
response = await agent.run("List recent Colossyan data")

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Colossyan. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Colossyan MCP in LlamaIndex

You can write a query engine that uses `get_video` to fetch video details and index them into a vector database. This lets you search your video catalog using natural language queries.
Yes, the agent can call `list_actors` to get a list of active avatars. It then matches the avatar descriptions with your target audience profile stored in your index.
Use LlamaIndex node parsers to chunk your source documents first. The agent can then summarize these chunks before passing the final structured text to `generate_draft`.
Install the LlamaIndex MCP tool package and initialize the basic client with your Vinkius endpoint. Convert the client tools into a tool spec and pass them to your function agent.
Yes, all voice IDs and draft scripts are transmitted over encrypted TLS connections. Vinkius runs the server in an ephemeral sandbox, meaning no sensitive asset data or script content persists after the session ends.

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