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Ellie Planner MCP Server for LlamaIndexGive LlamaIndex instant access to 8 tools to Complete Task, Create Task, Delete Task, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Ellie Planner 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 MCP Server for LlamaIndex

The Ellie Planner MCP Server for LlamaIndex is a standout in the Productivity category — giving your AI agent 8 tools to work with, ready to go from day one.

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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 Ellie Planner. "
            "You have 8 tools available."
        ),
    )

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

asyncio.run(main())
Ellie Planner
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<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Ellie Planner MCP Server

Connect your Ellie Planner account to any AI agent and take full control of your daily productivity and time-blocking workflows through natural conversation.

LlamaIndex agents combine Ellie Planner tool responses with indexed documents for comprehensive, grounded answers. Connect 8 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

  • Task Orchestration — Create and manage daily tasks and Brain Dump items programmatically, including retrieving detailed metadata and status
  • Productivity Lifecycle — Track your progress by marking tasks as completed and updating priorities or dates directly through your agent
  • Categorical Intelligence — Organize your tasks using account-wide labels and custom lists to maintain a high-fidelity productivity structure
  • Workflow Automation — Programmatically update or delete tasks to keep your daily plan aligned with your real-time priorities
  • Dashboard Visibility — Access your complete directory of task lists and labels to ensure every thought is perfectly categorized

The Ellie Planner MCP Server exposes 8 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 8 Ellie Planner tools available for LlamaIndex

When LlamaIndex connects to Ellie Planner through Vinkius, your AI agent gets direct access to every tool listed below — spanning ellie-planner, task-management, time-blocking, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

complete

Complete task on Ellie Planner

Mark a task as completed

create

Create task on Ellie Planner

Provide title and optionally date/labels. Create a new task

delete

Delete task on Ellie Planner

Delete a task

get

Get task on Ellie Planner

Get details of a specific task

list

List labels on Ellie Planner

List all task labels

list

List lists on Ellie Planner

List all task lists

list

List tasks on Ellie Planner

List all tasks

update

Update task on Ellie Planner

Update an existing task

Connect Ellie Planner to LlamaIndex via MCP

Follow these steps to wire Ellie Planner into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

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 8 tools from Ellie Planner

Why Use LlamaIndex with the Ellie Planner MCP Server

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

01

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

02

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

03

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

04

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

Ellie Planner + LlamaIndex Use Cases

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

01

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

02

Data enrichment: query Ellie Planner 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 Ellie Planner for fresh data

04

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

Example Prompts for Ellie Planner in LlamaIndex

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

01

"List all my current tasks for today in Ellie Planner."

02

"Create a task 'Research MCP Servers' in my Brain Dump."

03

"Mark task ID 't_123' as completed."

Troubleshooting Ellie Planner MCP Server with LlamaIndex

Common issues when connecting Ellie Planner to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Ellie Planner + LlamaIndex FAQ

Common questions about integrating Ellie Planner 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 Ellie Planner 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.

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