Survalyzer MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create And Invite Members, Create Member, Get Account Info, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Survalyzer 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 Survalyzer app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 Survalyzer. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Survalyzer?"
)
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 Survalyzer MCP Server
Connect your Survalyzer account to any AI agent to automate your advanced market research and professional survey orchestration. Survalyzer provides a premier platform for complex feedback management, and this integration allows you to browse survey lists, manage panel members, and automate survey distribution through natural conversation.
LlamaIndex agents combine Survalyzer tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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
- Survey & Research Orchestration — List all managed surveys and retrieve detailed metadata, including structure and layout info programmatically.
- Panel & Member Management — List and create panel members to ensure your respondent database is always up to date directly from the AI interface.
- Distribution Automation — Create and send survey invitations to panel members using simple AI commands to streamline your outreach.
- Language & Layout Control — Access available survey languages and layouts to ensure your research is optimized for diverse global audiences.
- Operational Monitoring — Track survey progress and manage webhooks to ensure your feedback data is fully synchronized via natural language.
The Survalyzer MCP Server exposes 12 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 12 Survalyzer tools available for LlamaIndex
When LlamaIndex connects to Survalyzer through Vinkius, your AI agent gets direct access to every tool listed below — spanning market-research, feedback-management, survey-distribution, 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.
Bulk invite new members
Add member to panel
Get account profile
Get survey details
Invite existing members
List members in panel
List member panels
List research samples
List supported languages
List visual layouts
List all surveys
List active webhooks
Connect Survalyzer to LlamaIndex via MCP
Follow these steps to wire Survalyzer into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Survalyzer MCP Server
LlamaIndex provides unique advantages when paired with Survalyzer through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Survalyzer tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Survalyzer tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Survalyzer, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Survalyzer tools were called, what data was returned, and how it influenced the final answer
Survalyzer + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Survalyzer MCP Server delivers measurable value.
Hybrid search: combine Survalyzer real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Survalyzer 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 Survalyzer for fresh data
Analytical workflows: chain Survalyzer queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Survalyzer in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Survalyzer immediately.
"List all my professional surveys in Survalyzer."
"Show me all active surveys with their response rates and completion analytics."
"Generate a detailed report for the Customer Satisfaction Q2 survey with sentiment analysis."
Troubleshooting Survalyzer MCP Server with LlamaIndex
Common issues when connecting Survalyzer to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSurvalyzer + LlamaIndex FAQ
Common questions about integrating Survalyzer MCP Server with LlamaIndex.