Epistemic Envelope
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| EPIENV_INFERENCE | No | Controls the inference policy that can drop AI inferences from the rendered output. Set to "off" (EPIENV_INFERENCE=off) to withhold AI inferences; otherwise model text is placed in the AI inferences layer. | on |
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 |
|---|---|
| tasks | {
"list": {},
"cancel": {},
"requests": {
"tools": {
"call": {}
},
"prompts": {
"get": {}
},
"resources": {
"read": {}
}
}
} |
| tools | {
"listChanged": true
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| list_assetsA | List tables and columns in the seed catalog. |
| get_asset_profileC | Return profiling observations, and inferences when policy allows them. |
| describe_assetB | Return quality results, profile, and inferences for one asset. |
| get_qualityB | Return certified data-quality findings for one asset. |
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 4 tools
list_assets is distinct, but get_asset_profile, describe_asset, and get_quality overlap: describe_asset returns profile, quality, and inferences, making the narrower tools seem redundant and boundaries unclear. An agent could reasonably choose describe_asset for most per-asset queries.
All names use a snake_case verb_noun format: list_assets, get_asset_profile, describe_asset, get_quality. Verb choices vary naturally by action, with no mixed conventions.
Four tools is a reasonable, focused count for a read-oriented catalog/quality server. It is slightly thin and includes some redundant coverage, but not too many or too few.
Core per-asset inspection is covered (list, profile, description, quality), but there is no catalog-level quality listing, search, or lineage/update operation. For a read-only epistemic catalog this is a notable gap, though not a severe failure.