Duda MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
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.
ASK AI ABOUT THIS MCP SERVER
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 Duda. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Duda?"
)
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 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.
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 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.
Data-first architecture: LlamaIndex agents combine Duda tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Duda tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Duda, a vector store, and a SQL database in a single turn and synthesize results
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.
Hybrid search: combine Duda real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Duda 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 Duda for fresh data
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:
get_client_account_profile
Get full profile and permission data for a specific client account
get_site_details
Get detailed settings and information for a specific Duda site
get_template_details
Get detailed information for a specific Duda template
list_client_accounts
List all client accounts registered in your Duda organization
list_duda_sites
List all websites configured in your Duda account
list_published_websites
Identify sites that are currently in a "Published" status
list_site_collections
List all dynamic data collections associated with a specific site
list_site_templates
List all available Duda website templates
quick_site_health_audit
Retrieve a high-level summary of site activity and publishing rates
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.
"List all my published Duda sites."
"Show me the details for site 'site_12345'."
"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.
BasicMCPClient not found
pip install llama-index-tools-mcpDuda + LlamaIndex FAQ
Common questions about integrating Duda 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 Duda 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 Duda to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
