Works out-of-box with your favorite AI agents
MCP is an open standard for giving AI agents tools to act. Makini runs as a managed MCP server in front of Onfleet and your wider stack. Your agent hits one endpoint, and Makini handles auth, real-time pass-through, and logging across all 2,000+ products behind it.
Makini MCP
The hard part of an agent isn't the model. It's giving it safe, reliable access to the systems that actually run the business. Makini handles that part. Connect once over MCP and your agent reads and acts on Onfleet plus 2,000 other systems, with auth, scoping, and logging built in.
Your agent calls the same four tools, search, get, create, update, across all 2,000 systems. It runs real endpoints, objects, and filters, exposed in real time. Custom fields and custom objects included. No abstract data model to learn, and nothing lost in translation.
Plenty of industrial software never shipped a REST API or an MCP server, including 20-year-old on-prem systems (SAP R/3, MP2, ABS NS, CorrigoPro, etc.). Your agent reaches them anyway. Almost no other MCP provider can.
Pick a product and sign in with the credentials you already use, whether it's you, your code, or an agent over MCP. The same login flow works everywhere.
Connect to Onfleet
Each connection runs on its own token and can only do what those credentials allow in the source system. Every call the agent makes is logged and searchable, so you can see exactly what it did.
Point Claude, ChatGPT, Cursor, or n8n at your endpoint with one config block. No custom adapters, no lock-in, switch clients anytime.
mcp.makini.io/v1
1 endpoint
Makini monitors every tool call and alerts you the moment one fails, with the error detail to fix it. Your agent is never quietly calling a tool that went dead.
Writing to a live CMMS or ERP is where teams get nervous, and they are right to be. Makini hands you the controls. Every connection is scoped to what its credentials can do, every call the agent makes is logged. Highest security rating from the most demanding in the business. SOC 2 Type II, UK Cyber Essentials, and GDPR compliant.
Onfleet is a last-mile delivery management platform from San Francisco based Onfleet, Inc. Pharmacies, grocers, meal kit and auto parts suppliers and other shippers use it to dispatch, route and track deliveries across in-house drivers and outsourced couriers. Each task is tied to one destination and one recipient and is assigned to a worker, the driver, who belongs to a team with an optional home hub. Drivers capture photo and signature proof of delivery in the mobile app, and recipients get SMS updates and a live tracking page.
Where a connection exposes these records, the Onfleet MCP spares dispatchers and support staff dashboard filtering. A dispatcher asks which tasks are still unassigned with a delivery window closing within two hours. An operations manager compares completed and failed tasks by team for the previous day. A support agent reads a task's completion details, including notes and proof of delivery, when a customer reports a missing parcel. The agent can also prepare new tasks from an order list for a dispatcher to assign.
You sign in to your Onfleet organization through Makini Link, then paste the MCP endpoint Makini issues into Claude, ChatGPT, Cursor or another MCP client, and get_connection_details shows which objects and fields that connection offers. Onfleet API keys are created by an administrator and apply to the whole organization, while dashboard dispatchers see only their own teams, so agree which teams the agent should work with. Onfleet caps API traffic at 20 requests per second per organization.
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