Monday.com MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create New Item, Get Board Schema, Get My Profile, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Monday.com 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 Monday.com 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 Monday.com. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Monday.com?"
)
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 Monday.com MCP Server
Connect your Monday.com account to any AI agent and take full control of your team's Work OS through natural conversation. Monday.com provides a flexible and powerful platform for managing complex projects, and this integration allows you to retrieve board metadata, create automated task assignments, and monitor real-time team updates directly from your chat interface.
LlamaIndex agents combine Monday.com 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
- Board & Project Orchestration — List all managed projects and retrieve detailed column and group metadata programmatically to ensure your team's roadmap is always synchronized.
- Item Lifecycle Management — Create, update, and delete board items (tasks) directly from the AI interface to maintain high-fidelity workflow automation.
- Communication & Update Control — List and create updates (comments) on specific items via natural language to drive better team alignment and project transparency.
- User & Workspace Intelligence — Access platform metadata including user profiles and workspace configurations using simple AI commands.
- Operational Monitoring — Track system responses and manage board structures to ensure your team's execution is always optimized.
The Monday.com 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 Monday.com tools available for LlamaIndex
When LlamaIndex connects to Monday.com through Vinkius, your AI agent gets direct access to every tool listed below — spanning task-management, workflow-automation, team-collaboration, 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.
Optional column values must be JSON. Add row to board
Get board columns
com user. Get user info
com account. List team members
List board sections
Get board rows
List Monday.com boards
Get row comments
List project containers
Add comment to row
Delete row
Modify row values
Connect Monday.com to LlamaIndex via MCP
Follow these steps to wire Monday.com 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 Monday.com MCP Server
LlamaIndex provides unique advantages when paired with Monday.com through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Monday.com tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Monday.com tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Monday.com, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Monday.com tools were called, what data was returned, and how it influenced the final answer
Monday.com + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Monday.com MCP Server delivers measurable value.
Hybrid search: combine Monday.com real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Monday.com 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 Monday.com for fresh data
Analytical workflows: chain Monday.com queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Monday.com in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Monday.com immediately.
"List all active Monday.com boards in my workspace."
"Create a new task 'Finalize SEO Audit' in the 'Marketing Launch' board."
"Show the latest updates for the 'Acme Corp' item."
Troubleshooting Monday.com MCP Server with LlamaIndex
Common issues when connecting Monday.com to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpMonday.com + LlamaIndex FAQ
Common questions about integrating Monday.com MCP Server with LlamaIndex.