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Duda MCP Server for LlamaIndex 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools Framework

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

Vinkius supports streamable HTTP and SSE.

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 Duda. "
            "You have 10 tools available."
        ),
    )

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

asyncio.run(main())
Duda
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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 Duda MCP Server

Integrate Duda, the professional website builder for agencies and SaaS, directly into your AI workflow. Manage your fleet of websites and their publishing statuses, track available site templates, monitor client accounts and permissions, and oversee dynamic data collections using natural language.

LlamaIndex agents combine Duda tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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

  • Website Oversight — List and retrieve detailed configuration and real-time status for all your Duda websites and domains.
  • Template Intelligence — Access the Duda template library to monitor available designs and structural organizational identifiers.
  • Client Management — Track client account profiles, email addresses, and individual permissions across your organization.
  • Collection Monitoring — List dynamic data collections associated with specific sites to ensure efficient content management.

The Duda MCP Server exposes 10 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 Duda to LlamaIndex via MCP

Follow these steps to integrate the Duda MCP Server with LlamaIndex.

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 10 tools from Duda

Why Use LlamaIndex with the Duda MCP Server

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

01

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

02

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

03

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

04

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

Duda + LlamaIndex Use Cases

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

01

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

02

Data enrichment: query Duda 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 Duda for fresh data

04

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

Duda MCP Tools for LlamaIndex (10)

These 10 tools become available when you connect Duda to LlamaIndex via MCP:

01

get_client_account_profile

Get full profile and permission data for a specific client account

02

get_site_details

Get detailed settings and information for a specific Duda site

03

get_template_details

Get detailed information for a specific Duda template

04

list_client_accounts

List all client accounts registered in your Duda organization

05

list_duda_sites

List all websites configured in your Duda account

06

list_published_websites

Identify sites that are currently in a "Published" status

07

list_site_collections

List all dynamic data collections associated with a specific site

08

list_site_templates

List all available Duda website templates

09

quick_site_health_audit

Retrieve a high-level summary of site activity and publishing rates

10

search_sites_by_domain

Search for a Duda site using a domain or name keyword

Example Prompts for Duda in LlamaIndex

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

01

"List all my published Duda sites."

02

"Show me the details for site 'site_12345'."

03

"Which client accounts have permission to 'Manage Blog'?"

Troubleshooting Duda MCP Server with LlamaIndex

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

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Duda + LlamaIndex FAQ

Common questions about integrating Duda 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 Duda 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.

Connect Duda to LlamaIndex

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.