Bring Last Mile Delivery
to LlamaIndex
Learn how to connect Shipday to LlamaIndex and start using 9 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Shipday MCP Server?
Connect your Shipday account to any AI agent and take full control of your last-mile delivery and dispatch orchestration through natural conversation. Shipday provides a premier platform for managing local delivery operations, and this integration allows you to retrieve order metadata, assign drivers, and track delivery progress directly from your chat interface.
What you can do
- Order & Dispatch Orchestration — List all managed delivery orders and retrieve detailed metadata, including status and customer info programmatically.
- Driver Lifecycle Management — Access and monitor your driver directory and assign drivers to specific orders directly from the AI interface.
- Delivery Progress Intelligence — Retrieve real-time tracking progress for active orders to keep your customers informed via natural language.
- Status Lifecycle Control — Update order statuses and monitor carrier metadata to ensure your delivery pipeline is always synchronized.
- Operational Monitoring — Track system activity and monitor order fulfillment to ensure reliable last-mile orchestration using simple AI commands.
How it works
1. Subscribe to this server
2. Enter your Shipday API Key from your dashboard settings
3. Start managing your local deliveries from Claude, Cursor, or any MCP-compatible client
No more juggling multiple delivery tabs to coordinate your fleet. Your AI acts as a dedicated dispatcher or delivery operations manager.
Who is this for?
- Restaurant & Retail Managers — quickly dispatch orders and monitor driver availability without switching apps.
- Delivery Operations Teams — automate the assignment of drivers and track order progress via natural conversation.
- Customer Support Teams — streamline the retrieval of delivery status and monitor fulfillment directly within the chat.
Built-in capabilities (9)
Assign an order to a driver
Provide orderNumber, customer details, and restaurant info. Create a new delivery order
Delete/Cancel an order
Get details for a carrier order
Get details of a specific order
Get real-time tracking for a delivery
List all active delivery orders
List all drivers
Update the status of an order
Why LlamaIndex?
LlamaIndex agents combine Shipday tool responses with indexed documents for comprehensive, grounded answers. Connect 9 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.
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Data-first architecture: LlamaIndex agents combine Shipday tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain Shipday tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query Shipday, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what Shipday tools were called, what data was returned, and how it influenced the final answer
Shipday in LlamaIndex
Shipday and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Shipday to LlamaIndex 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 | 3,400+ 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 Shipday in LlamaIndex
The Shipday 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 9 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in LlamaIndex 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
Shipday for LlamaIndex
Every tool call from LlamaIndex to the Shipday MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can my AI automatically find the status of a delivery order just by providing its ID?
Yes! Use the get_order tool with the Order ID. Your agent will respond with the current status, customer details, and scheduled delivery times in seconds.
How do I assign a specific driver to an active order?
Simply ask the agent to run the assign_driver action. You will need to provide both the Order ID and the Driver ID to complete the assignment.
How do I find my Shipday API Key?
Log in to your Shipday dashboard, navigate to Settings > API, and you will find your unique secret API key there.
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.
Can I combine MCP tools with vector stores?
Yes. LlamaIndex agents can query Shipday tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp