AlbumentationsX MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Capabilities
Features and capabilities supported by this server
| 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 |
|---|---|
| search_transformsC | Search AlbumentationsX transform metadata. |
| get_transform_schemaB | Get parameter schema, target support, and summary for one transform. |
| validate_pipelineC | Validate a pipeline spec before previewing or exporting it. |
| recommend_pipelineC | Recommend a conservative starter pipeline for a CV task. |
| adjust_pipelineC | Adjust a pipeline from structured preview feedback tags. |
| explain_pipelineC | Explain likely pipeline effects, risks, and useful preview feedback tags. |
| list_feedback_tagsA | List structured feedback tags accepted by adjust_pipeline. |
| export_pipelineB | Export a validated pipeline as Python, JSON, or YAML. |
| render_previewC | Render deterministic preview artifacts for local input images. |
| list_preview_runsC | List recent preview runs recorded under the configured artifact root. |
| get_preview_manifestC | Return the manifest JSON for one recorded preview run. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| build_robustness_augmentation_session | Guide an assistant through preview-driven augmentation tuning. |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| transforms_catalog | Return the transform catalog as compact JSON. |
| pipeline_schema | Return the JSON schema for pipeline specs. |
| feedback_tags_resource | Return structured feedback tags accepted by adjustment tools. |
| capabilities_resource | Return operational limits and safety boundaries for this MCP server. |
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