ClickUp MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Create Task, Delete Task, Get Task Details, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add ClickUp 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 ClickUp app connector for LlamaIndex is a standout in the Productivity category — giving your AI agent 10 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 ClickUp. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in ClickUp?"
)
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 ClickUp MCP Server
Connect your ClickUp account to any AI agent and take full control of your project hierarchy and task management workflows through natural conversation.
LlamaIndex agents combine ClickUp 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
- Hierarchy Orchestration — Navigate through your entire ClickUp structure, from Workspaces and Spaces to Folders and Lists programmatically
- Task Lifecycle Management — Create, update, and manage tasks in real-time, including monitoring status, priority, and detailed metadata directly through your agent
- Deep Task Intelligence — Retrieve complete task details, including descriptions, assigned users, and custom fields to maintain high-fidelity project records
- Workflow Automation — Programmatically list tasks within specific lists or filter folderless lists to understand your team's progress and individual workloads
- Administrative Oversight — List all accessible workspaces and team members to ensure perfectly coordinated collaboration and permission management
The ClickUp 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.
All 10 ClickUp tools available for LlamaIndex
When LlamaIndex connects to ClickUp through Vinkius, your AI agent gets direct access to every tool listed below — spanning task-tracking, workflow-automation, hierarchy-management, 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.
Requires a task name. Optional status and description can be provided. Create a new task in a List
Delete a specific task
Note: Do not include the # prefix. Get details for a specific task
List Lists not contained in a Folder
Folders help organize multiple lists. List all Folders in a Space
Lists contain the actual tasks. List all Lists in a Folder
Spaces are large groupings of folders and lists. List all Spaces in a Workspace
Supports pagination to handle large numbers of tasks. List tasks within a List
Workspaces are the top-level unit in ClickUp. List all ClickUp Workspaces
Can update the name, description, or status. Update an existing task
Connect ClickUp to LlamaIndex via MCP
Follow these steps to wire ClickUp 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 ClickUp MCP Server
LlamaIndex provides unique advantages when paired with ClickUp through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine ClickUp tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain ClickUp tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query ClickUp, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what ClickUp tools were called, what data was returned, and how it influenced the final answer
ClickUp + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the ClickUp MCP Server delivers measurable value.
Hybrid search: combine ClickUp real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query ClickUp 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 ClickUp for fresh data
Analytical workflows: chain ClickUp queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for ClickUp in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with ClickUp immediately.
"List all ClickUp Workspaces I have access to."
"Show the tasks in list ID '789' and their current statuses."
"Create a high-priority task 'Fix Login Bug' in list '789'."
Troubleshooting ClickUp MCP Server with LlamaIndex
Common issues when connecting ClickUp to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpClickUp + LlamaIndex FAQ
Common questions about integrating ClickUp MCP Server with LlamaIndex.