bots.st/machine-schema
Machine Schema
Robot and controller spec lookup
1901 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 10
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://machineschema.com/mcp
What it can do
| Tool | What it says it does |
|---|---|
calculate_metric | Evaluate a formula entry, such as OEE, with your inputs. Get the variable symbols from get_entry first. |
check_limits | Check 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. Requires an API key. |
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. Requires an API key. |
find_hardware | Find hardware matching numeric limits, manufacturer, controller and supported protocols, e.g. cobots with payload >= 10 kg that speak PROFINET. |
get_entry | Return the full structured record for one id: typed spec values, sources and verification status. |
get_related | List 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. |
get_schema | Return the JSON Schema every entry of a type conforms to. Use it to validate generated configs or to build a submission. |
list_facets | Valid values, with counts, for find_hardware filters: categories, manufacturers, controllers and protocols. |
lookup_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 controller id. |
search_entries | Full-text search across hardware, controllers, protocols, standards, alarm codes, terms and manufacturers. Returns ids to pass to get_entry. |
In its maker's words
Cited specs for industrial robots, CNC machines, PLCs, drives, protocols and alarm codes.
- Website
- machineschema.com/developers
- Publisher
- machineschema.com
- Listed from
- the official MCP Registry as
com.machineschema/mcp - Version
- 0.2.0, updated 1 Nov 2026
- Kinds of work
- Search and research, Documents and files, Law, tax and government
The domain it lives on
- machineschema.com
- registered 25 Oct 2026 (1 months ago), at Cloudflare, Inc., its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 1901 ms | |
| Answered | 1931 ms | |
| Answered | 346 ms |
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