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Dopplio MCP Server for LlamaIndexGive LlamaIndex instant access to 6 tools to Capture Screenshot, Generate Video, Get Render Status, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Dopplio as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Ask AI about this App Connector for LlamaIndex

The Dopplio app connector for LlamaIndex is a standout in the Developer Tools category — giving your AI agent 6 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

python
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 Dopplio. "
            "You have 6 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Dopplio?"
    )
    print(response)

asyncio.run(main())
Dopplio
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* 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 Dopplio MCP Server

Connect your Dopplio account to any AI agent and take full control of your multimedia automation and document rendering workflows through natural conversation.

LlamaIndex agents combine Dopplio tool responses with indexed documents for comprehensive, grounded answers. Connect 6 tools through 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

  • AI Video Orchestration — Start and manage asynchronous video generation tasks using advanced lipsync and voice cloning technology programmatically
  • Document Architecture — Programmatically generate high-fidelity PDF documents from HTML strings or public URLs for immediate reporting and invoicing
  • Visual Intelligence — Capture automated screenshots of any website with customizable viewports and formats to monitor web assets or create content
  • Workflow Monitoring — Track the real-time status of your multimedia rendering jobs to maintain high-fidelity operational transparency
  • Library Visibility — Access your complete directory of generated videos and retrieve detailed metadata and hosting links directly through your agent

The Dopplio MCP Server exposes 6 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.

All 6 Dopplio tools available for LlamaIndex

When LlamaIndex connects to Dopplio through Vinkius, your AI agent gets direct access to every tool listed below — spanning video-personalization, ai-video, document-rendering, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

capture_screenshot

Capture a website screenshot

generate_video

Provide template and personalization data. Generate AI-personalized video

get_render_status

Check status of a render job

get_video_details

Get specific video details

list_videos

List all generated videos

render_pdf

Provide "url" or "html" in the JSON body. Render a PDF from URL or HTML

Connect Dopplio to LlamaIndex via MCP

Follow these steps to wire Dopplio into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 6 tools from Dopplio

Why Use LlamaIndex with the Dopplio MCP Server

LlamaIndex provides unique advantages when paired with Dopplio through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine Dopplio tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain Dopplio tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query Dopplio, a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what Dopplio tools were called, what data was returned, and how it influenced the final answer

Dopplio + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Dopplio MCP Server delivers measurable value.

01

Hybrid search: combine Dopplio real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query Dopplio to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Dopplio for fresh data

04

Analytical workflows: chain Dopplio queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Dopplio in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Dopplio immediately.

01

"Render a PDF from the URL 'https://vinkius.com/report'."

02

"Capture a mobile screenshot of 'google.com'."

03

"Check the status of my video rendering job 'job_123'."

Troubleshooting Dopplio MCP Server with LlamaIndex

Common issues when connecting Dopplio to LlamaIndex through the Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Dopplio + LlamaIndex FAQ

Common questions about integrating Dopplio MCP Server with LlamaIndex.

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Dopplio tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.