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

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

asyncio.run(main())
Dryfta
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About Dryfta MCP Server

Integrate Dryfta, the all-in-one event management platform, directly into your AI workflow. Manage your event attendees and registration statuses, track scheduled sessions and speaker assignments, monitor abstract submissions and review cycles, and oversee your event exhibitors using natural language.

LlamaIndex agents combine Dryfta 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

  • Attendee Oversight — List and retrieve detailed information and registration status for all your event participants.
  • Program Intelligence — Monitor event sessions, workshops, speaker profiles, and real-time venue assignments.
  • Abstract Management — Track submitted abstracts for your call for papers, including authors and current review statuses.
  • Exhibitor Monitoring — List all event exhibitors and sponsors, resolving booth assignments and sponsorship levels.

The Dryfta 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 Dryfta to LlamaIndex via MCP

Follow these steps to integrate the Dryfta 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 Dryfta

Why Use LlamaIndex with the Dryfta MCP Server

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

01

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

02

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

03

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

04

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

Dryfta + LlamaIndex Use Cases

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

01

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

02

Data enrichment: query Dryfta 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 Dryfta for fresh data

04

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

Dryfta MCP Tools for LlamaIndex (10)

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

01

get_attendee_details

Get detailed profile and registration status for a specific attendee

02

get_dryfta_account_metadata

Retrieve metadata and limits for your Dryfta account

03

get_session_details

Get detailed information and speaker list for a specific session

04

list_event_attendees

List all attendees registered for your Dryfta event

05

list_event_exhibitors

List all exhibitors and sponsors registered for the event

06

list_event_sessions

List all scheduled sessions and workshops in the event program

07

list_submitted_abstracts

List all abstracts submitted for the event (call for papers)

08

list_upcoming_sessions

Identify sessions that are scheduled to start soon (mock logic)

09

quick_event_enrollment_audit

Retrieve a high-level summary of attendee registration volumes

10

search_attendees_by_keyword

Search for attendees using a name or email keyword

Example Prompts for Dryfta in LlamaIndex

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

01

"List all registered attendees for our conference."

02

"Show me the sessions scheduled for tomorrow."

03

"Check the status of submitted abstracts."

Troubleshooting Dryfta MCP Server with LlamaIndex

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

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Dryfta + LlamaIndex FAQ

Common questions about integrating Dryfta 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 Dryfta 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 Dryfta to LlamaIndex

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