Steel Brain
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| PYTHONPATH | No | /app/src |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| grade_lookupA | Look up a steel grade: properties, chemistry, forms, applications, weldability. Aliases accepted (e.g. 4140 = 42CrMo4 = SCM440). |
| substitution_checkA | Check if one steel grade can substitute another for a given application (machined / welded-structural / pressure). Returns verdict + reasoning from verified trade rules. |
| cert_guideA | Which mill cert type applies for a grade + use case (e.g. EH36 shipbuilding), and what fields to check on the cert. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 3 tools
Each tool addresses a distinct task: looking up material properties, checking substitution compatibility, and guiding certificate selection. There is no functional overlap between them.
Tool names follow a clear two-part lowercase_with_underscore pattern (grade_lookup, substitution_check, cert_guide). The first two use a noun-verb structure, while cert_guide uses noun-noun, creating a minor inconsistency but still predictable.
Three tools is slightly on the low side but appropriate for a focused, niche domain. The set covers the main steel-grade queries without unnecessary redundancy.
The surface covers lookup, substitution reasoning, and certification guidance, forming a coherent workflow. Minor gaps exist, such as no direct comparison tool or grade listing, but these are not critical for the stated purpose.