Machine Schema

com.machineschema/mcp · v0.2.0 · other

Machine Schema is healthy: it completed an MCP handshake in 1356 ms and exposes 10 tools.

Cited specs for industrial robots, CNC machines, PLCs, drives, protocols and alarm codes.

Endpoint: https://machineschema.com/mcp (streamable-http)

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Facts

Users (last 30 days)0
HandshakeHealthy
Auth neededNone
Tool count10
Latency1356 ms
Last checked (UTC)2026-11-01T19:45:31.011Z

Health history

Checked (UTC)StatusLatencyError
2026-11-01T19:45:31.011ZHealthy1356

Tools (10)

search_entriesFull-text search across hardware, controllers, protocols, standards, alarm codes, terms and manufacturers. Returns ids to pass to get_entry.
get_entryReturn the full structured record for one id: typed spec values, sources and verification status.
find_hardwareFind hardware matching numeric limits, manufacturer, controller and supported protocols, e.g. cobots with payload >= 10 kg that speak PROFINET.
list_facetsValid values, with counts, for find_hardware filters: categories, manufacturers, controllers and protocols.
compareAlign 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.
check_limitsCheck planned payload, reach, TCP speed, repeatability, ambient temperature or IP rating against a robot's published limits. Returns pass/fail/unknown per check with the limit and its sources. Call this before generating code that moves real hardware.
get_relatedList entries connected to an id, in both directions: a robot's manufacturer, controllers and protocols, a controller's robots and alarm codes, or a base model's variants.
lookup_alarmFind 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 controller id.
calculate_metricEvaluate a formula entry, such as OEE, with your inputs. Get the variable symbols from get_entry first.
get_schemaReturn the JSON Schema every entry of a type conforms to. Use it to validate generated configs or to build a submission.