Wing Assistant MCP Server for LlamaIndexGive LlamaIndex instant access to 6 tools to Create Task, Get Assistant, Get Task Status, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Wing Assistant 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 Wing Assistant app connector for LlamaIndex is a standout in the Industry Titans 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
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 Wing Assistant. "
"You have 6 tools available."
),
)
response = await agent.run(
"What tools are available in Wing Assistant?"
)
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 Wing Assistant MCP Server
Connect your Wing Assistant account to any AI agent to automate your delegation workflows and manage your virtual team. Wing provides a managed service that combines AI efficiency with human expertise, and this integration allows you to interact with your assistants through natural conversation.
LlamaIndex agents combine Wing Assistant 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
- Assistant Orchestration — List all your active virtual assistants and retrieve detailed metadata about their roles and skills.
- Task Delegation — Delegate new units of work by creating tasks directly in your assistant's queue with clear instructions and priorities.
- Real-time Lifecycle Control — Update task details, instructions, and statuses programmatically to ensure project alignment.
- Operational Monitoring — Track task progress and history across your entire workspace to stay updated on your virtual team's output.
- Resource Navigation — Monitor your assistant's current workload and capacity to optimize your delegation strategy.
The Wing Assistant 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 Wing Assistant tools available for LlamaIndex
When LlamaIndex connects to Wing Assistant through Vinkius, your AI agent gets direct access to every tool listed below — spanning virtual-assistant, task-delegation, outsourcing, 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.
Provide title and description. Create a new task for an assistant
Get details of a specific assistant
Get current status of a unit of work
List all active virtual assistants
List all tasks assigned to assistants
Update an existing task
Connect Wing Assistant to LlamaIndex via MCP
Follow these steps to wire Wing Assistant 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 Wing Assistant MCP Server
LlamaIndex provides unique advantages when paired with Wing Assistant through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Wing Assistant tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Wing Assistant tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Wing Assistant, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Wing Assistant tools were called, what data was returned, and how it influenced the final answer
Wing Assistant + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Wing Assistant MCP Server delivers measurable value.
Hybrid search: combine Wing Assistant real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Wing Assistant 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 Wing Assistant for fresh data
Analytical workflows: chain Wing Assistant queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Wing Assistant in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Wing Assistant immediately.
"Create a new task for my virtual team to 'Compile a list of 50 local real estate agencies in Miami' and include detailed instructions to find their contact emails."
"Check the status of task ID 'TSK-8492' and if it's still pending, update the priority instructions to 'Urgent - Need by EOD today'."
"Show me the current workload and active tasks assigned to my assistant 'Maria'."
Troubleshooting Wing Assistant MCP Server with LlamaIndex
Common issues when connecting Wing Assistant to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpWing Assistant + LlamaIndex FAQ
Common questions about integrating Wing Assistant MCP Server with LlamaIndex.