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Cited specs for industrial robots, CNC machines, PLCs, drives, protocols and alarm codes.
Remote server: your requests and data go to machineschema.com. Claude Code: claude mcp add --transport http machine-schema https://machineschema.com/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
search_entries — Full-text search across hardware, controllers, protocols, standards, alarm codes, terms and manufacturers. Returns ids to pass to get_entry.get_entry — Return the full structured record for one id: typed spec values, sources and verification status.find_hardware — Find hardware matching numeric limits, manufacturer, controller and supported protocols, e.g. cobots with payload >= 10 kg that speak PROFINlist_facets — Valid values, with counts, for find_hardware filters: categories, manufacturers, controllers and protocols.compare — Align 2 to 5 entries of the same type into one table of numeric spec values with units, plus each entry's verification status and sources. Rcheck_limits — Check planned payload, reach, TCP speed, repeatability, ambient temperature or IP rating against a robot's published limits. Returns pass/faget_related — List entries connected to an id, in both directions: a robot's manufacturer, controllers and protocols, a controller's robots and alarm codelookup_alarm — Find what a controller alarm or error code means and what to check. Accepts a full code (SRVO-062) or a prefix, optionally limited to one cocalculate_metric — Evaluate a formula entry, such as OEE, with your inputs. Get the variable symbols from get_entry first.get_schema — Return the JSON Schema every entry of a type conforms to. Use it to validate generated configs or to build a submission.Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.