MachineMetrics API
MachineMetrics publishes real developer docs: REST and GraphQL endpoints, scoped API keys created in Settings, webhooks and ERP connectors. The friction is commercial, not technical: no public pricing, no open sandbox, and connector enablement routed through sales.
Frequently asked questions
MachineMetrics scores C+ on Supergood's API Report Card. MachineMetrics publishes real developer docs: REST and GraphQL endpoints, scoped API keys created in Settings, webhooks and ERP connectors. The friction is commercial, not technical: no public pricing, no open sandbox, and connector enablement routed through sales.
MachineMetrics has an official API, but teams routinely hit its limits: gated access, partial coverage, or paid tiers. Most end up supplementing it with exports or an unofficial API layer like Supergood. Site terms may apply to any integration approach, and how they apply is a determination each team makes for itself.
MachineMetrics is a cloud machine monitoring and manufacturing operations platform for discrete and CNC production environments.
Manufacturing, specifically discrete and CNC machine shops and multi plant manufacturers that need machine telematics, OEE and downtime reporting. Teams connect CNC and other production equipment through the MachineMetrics edge layer and use the application for real time machine status, downtime capture, OEE and quality reporting.
MachineMetrics is an established machine monitoring platform in discrete manufacturing with published ERP, BI and automation integration paths including MaintainX, Fiix, Make.com and Zapier, though no verified public customer counts or market share figures appear in the sourced material.
Machine level telemetry and status, production counts and part history, downtime events and reason codes, quality and scrap data, alarms, shift, operator, cell and setup context, OEE and other aggregated reporting, plus work order and operation data exchanged with ERP systems.
The stack reads as modern cloud native rather than legacy: GraphQL alongside REST, a GraphiQL style explorer, webhooks, an MCP server integration for AI assistants, a CLI based connector scaffold distributed through GitHub, Docker based deploys, and Bearer token authentication with revocable scoped keys.
Common alternatives include Tulip, Datanomix, FactoryWiz, Plex Systems. Graded alternatives appear under "More from the report card" below.
Supergood's grades measure one thing: can a customer's engineering team get their own data out programmatically? Supergood checks six things (whether a real API exists, how access is gated, data coverage, auth quality, docs and developer experience, and stability) and rolls them into a letter grade. Supergood re-verifies grades, and they only move on evidence.
Not that we could find. There is no official MachineMetrics MCP server in any public registry, and no maintained community server we're aware of. We re-verify this periodically — report an inaccuracy below if we missed one.
Not natively. MachineMetrics doesn't publish an MCP server, so MCP clients like Claude, Cursor, and Codex have nothing to connect to out of the box. If that changes, this page will reflect it.