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 ToolFleet 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 ToolFleet 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 ToolFleet
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.
ToolFleet is a cloud maintenance app from G.M.Solutions Ltd. for organising inspections, servicing and repairs of vehicles, machines, tools, buildings and other equipment. It is aimed at small and medium-sized firms such as contractors and facilities teams that want something simpler than a full CMMS, with unlimited users at no extra charge. Staff enter each asset with its service and inspection frequencies, and ToolFleet schedules the work. Problems found on site are logged as alerts with a target date and importance, and the system prioritises them so urgent repairs come first. It helps UK users with PUWER and LOLER compliance.
Where a connection exposes the relevant records, the ToolFleet MCP lets an agent answer questions that would otherwise take filtering in the app. A workshop manager asks which assets have inspections due in the next two weeks. A health and safety lead has the agent list lifting equipment whose LOLER inspection is overdue. A supervisor pulls the open high priority alerts before planning the day. The agent can also list upcoming services for one machine.
You sign in to your ToolFleet account 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. Use the account of a person who already manages these assets, and keep schedule changes with them. ToolFleet's site describes scheduling, paper forms and Excel export but no GPS or telematics, so expect schedules and alerts, not vehicle location.
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