Bring Ellie Planner
to LangChain
Learn how to connect Ellie Planner to LangChain and start using 8 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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
How it works
- Subscribe to this server
- Retrieve your API Token from Ellie Planner settings (Enable 'Toggle power features')
- Start managing your daily productivity from Claude, Cursor, or any MCP client
No more manual toggling between browser tabs to check your todo list. Your AI acts as your dedicated personal assistant and productivity coordinator.
Who is this for?
- Productivity Enthusiasts — instantly register new ideas into your brain dump and organize your day using natural language
- Busy Professionals — update task statuses and check-in on daily goals without leaving your creative workspace
- Developers — integrate personal task management and time-blocking into custom internal tools through simple AI queries
Built-in capabilities (8)
Mark a task as completed
Provide title and optionally date/labels. Create a new task
Delete a task
Get details of a specific task
List all task labels
List all task lists
List all tasks
Update an existing task
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Ellie Planner through native MCP adapters. Connect 8 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
- —
The largest ecosystem of integrations, chains, and agents. combine Ellie Planner MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across Ellie Planner queries for multi-turn workflows
Ellie Planner in LangChain
Ellie Planner and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Ellie Planner to LangChain through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Ellie Planner in LangChain
The Ellie Planner 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. All 8 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in LangChain only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Ellie Planner for LangChain
Every tool call from LangChain to the Ellie Planner MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How do I find my API Token?
Log in to your account, go to Settings, enable the 'Toggle power features' option, and you will see the API Token field.
Is a Pro plan required?
Yes, API access and automation features are exclusively available for Ellie Planner Pro subscribers.
Can the agent manage my labels?
The agent can list your labels using the list_labels tool. To create or edit labels, please use the Ellie Planner web application.
How does LangChain connect to MCP servers?
Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
Which LangChain agent types work with MCP?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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