AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment
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Create an on-demand delivery order for specific manifest artifacts. Artifacts are fetched from museum APIs, optimized, enriched (Nova + Atlas), and bundled into a single downloadable archive. Supports up to 10,000 artifacts per order with automatic volume discounts.
Comma-separated artifact IDs (e.g., "met_436965,chicago_27992"). Up to 10,000 per order.
Delivery tier: human_standard ($0.05) or hybrid_premium ($0.20).
Output format: 'tar.gz' (default, best for ML pipelines), 'zip' (best for humans), or 'urls' (legacy individual signed URLs).
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Create an on-demand delivery order for specific manifest artifacts. Artifacts are fetched from museum APIs, optimized, enriched (Nova + Atlas), and bundled into a single downloadable archive. Supports up to 10,000 artifacts per order with automatic volume discounts.
| Argument | Type | Description |
|---|---|---|
| tier | string | Delivery tier: human_standard ($0.05) or hybrid_premium ($0.20). |
| format | string | Output format: 'tar.gz' (default, best for ML pipelines), 'zip' (best for humans), or 'urls' (legacy individual signed URLs). |
| artifact_ids* | string | Comma-separated artifact IDs (e.g., "met_436965,chicago_27992"). Up to 10,000 per order. |
{
"type": "object",
"required": [
"artifact_ids"
],
"properties": {
"tier": {
"type": "string",
"default": "hybrid_premium",
"description": "Delivery tier: human_standard ($0.05) or hybrid_premium ($0.20)."
},
"format": {
"type": "string",
"default": "tar.gz",
"description": "Output format: 'tar.gz' (default, best for ML pipelines),\n'zip' (best for humans), or 'urls' (legacy individual signed URLs)."
},
"artifact_ids": {
"type": "string",
"description": "Comma-separated artifact IDs (e.g., \"met_436965,chicago_27992\").\nUp to 10,000 per order."
}
},
"additionalProperties": false
}Submit YOUR image for Golden Codex enrichment (Enrichment-as-a-Service).
| Argument | Type | Description |
|---|---|---|
| tier | string | oracle_only, oracle_plus_infuse, or full_certified. |
| image_url* | string | Public URL of the image to enrich. |
| callback_url | string | Optional webhook URL for completion notification. |
| custom_fields | string | JSON string of custom metadata fields to merge. |
{
"type": "object",
"required": [
"image_url"
],
"properties": {
"tier": {
"type": "string",
"default": "oracle_only",
"description": "oracle_only, oracle_plus_infuse, or full_certified."
},
"image_url": {
"type": "string",
"description": "Public URL of the image to enrich."
},
"callback_url": {
"type": "string",
"default": "",
"description": "Optional webhook URL for completion notification."
},
"custom_fields": {
"type": "string",
"default": "",
"description": "JSON string of custom metadata fields to merge."
}
},
"additionalProperties": false
}FREE — Get complete API workflow documentation for agents. Returns the full agent guide with endpoints, pricing, custom fields schema, volume discounts, and recommended workflow.
No arguments.
{
"type": "object",
"properties": {},
"additionalProperties": false
}FREE — Get auto-generated regulatory compliance manifests for a dataset. Returns AB 2013 (California) and/or EU AI Act Article 53 provenance manifests. "Buy from us, get instant California + EU AI compliance."
| Argument | Type | Description |
|---|---|---|
| dataset_id* | string | The dataset ID (e.g., "met-museum", "rijksmuseum"). |
| regulation | string | Which regulation: "ab2013", "eu_ai_act", or "all" (default). |
{
"type": "object",
"required": [
"dataset_id"
],
"properties": {
"dataset_id": {
"type": "string",
"description": "The dataset ID (e.g., \"met-museum\", \"rijksmuseum\")."
},
"regulation": {
"type": "string",
"default": "all",
"description": "Which regulation: \"ab2013\", \"eu_ai_act\", or \"all\" (default)."
}
},
"additionalProperties": false
}FREE (5/day) — Get Human_Standard metadata + image for an artifact. Returns 500-1,200 tokens of 100% human-sourced metadata PLUS a signed image download URL. Every response is a package: metadata + image together. Zero synthetic content. Sources: Museum API + Wikipedia + Wikidata + Getty ULAN. After 5 free requests per day, requires $0.05 USDC via x402.
| Argument | Type | Description |
|---|---|---|
| artifact_id* | string | The artifact ID (e.g., "met_10049", "nga_1234"). |
{
"type": "object",
"required": [
"artifact_id"
],
"properties": {
"artifact_id": {
"type": "string",
"description": "The artifact ID (e.g., \"met_10049\", \"nga_1234\")."
}
},
"additionalProperties": false
}Poll the status of a Golden Codex enrichment job.
| Argument | Type | Description |
|---|---|---|
| job_id* | string | The job ID returned from the enrich endpoint. |
{
"type": "object",
"required": [
"job_id"
],
"properties": {
"job_id": {
"type": "string",
"description": "The job ID returned from the enrich endpoint."
}
},
"additionalProperties": false
}PAID — Get Hybrid_Premium metadata + image with VLM deep visual analysis. Returns 2,000-6,000 tokens including everything in Human_Standard PLUS: visual_analysis, emotional_and_thematic_journey, deep symbolism, and archetypal analysis. Image download URL included in response.
| Argument | Type | Description |
|---|---|---|
| artifact_id* | string | The artifact ID (e.g., "met_10049"). |
{
"type": "object",
"required": [
"artifact_id"
],
"properties": {
"artifact_id": {
"type": "string",
"description": "The artifact ID (e.g., \"met_10049\")."
}
},
"additionalProperties": false
}FREE — Get pricing information for a dataset purchase.
| Argument | Type | Description |
|---|---|---|
| quantity | integer | Number of images to price. |
| dataset_id* | string | The dataset ID. |
{
"type": "object",
"required": [
"dataset_id"
],
"properties": {
"quantity": {
"type": "integer",
"default": 1,
"description": "Number of images to price."
},
"dataset_id": {
"type": "string",
"description": "The dataset ID."
}
},
"additionalProperties": false
}FREE — List available enrichment tiers for agent-submitted images. NEW: Submit YOUR images via POST /agent/enrich with custom fields. Your metadata is merged with Oracle analysis. Submitter values take priority.
No arguments.
{
"type": "object",
"properties": {},
"additionalProperties": false
}FREE (10/day) — Preview sample images from a dataset.
| Argument | Type | Description |
|---|---|---|
| limit | integer | |
| dataset_id* | string |
{
"type": "object",
"required": [
"dataset_id"
],
"properties": {
"limit": {
"type": "integer",
"default": 5
},
"dataset_id": {
"type": "string"
}
},
"additionalProperties": false
}Initiate a dataset purchase (x402 or Stripe).
| Argument | Type | Description |
|---|---|---|
| quantity* | integer | |
| dataset_id* | string | |
| payment_method | string |
{
"type": "object",
"required": [
"dataset_id",
"quantity"
],
"properties": {
"quantity": {
"type": "integer"
},
"dataset_id": {
"type": "string"
},
"payment_method": {
"type": "string",
"default": "x402"
}
},
"additionalProperties": false
}FREE — Search 2M+ museum artworks in the Alexandria Aeternum catalog. Searches the Firestore manifest (primary) with Vertex AI fallback. Returns artifact IDs, titles, artists, dates, and classification. Use get_curated_metadata() for Human_Standard metadata + image (5 free/day). Use get_oracle_metadata() for Hybrid_Premium VLM deep analysis + image.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Max results (default 20, max 100). |
| query* | string | Free-text search (e.g., "impressionist landscape", "Rembrandt portrait"). |
| museum | string | Filter by museum: met, nga, chicago, cleveland, rijksmuseum, smithsonian, paris. |
{
"type": "object",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"default": 20,
"description": "Max results (default 20, max 100)."
},
"query": {
"type": "string",
"description": "Free-text search (e.g., \"impressionist landscape\", \"Rembrandt portrait\")."
},
"museum": {
"type": "string",
"default": "",
"description": "Filter by museum: met, nga, chicago, cleveland, rijksmuseum, smithsonian, paris."
}
},
"additionalProperties": false
}FREE — Search the Alexandria Aeternum dataset catalog (7 museums, 1.6M+ images).
| Argument | Type | Description |
|---|---|---|
| query | string | |
| domain | string | |
| min_images | integer |
{
"type": "object",
"properties": {
"query": {
"type": "string",
"default": ""
},
"domain": {
"type": "string",
"default": ""
},
"min_images": {
"type": "integer",
"default": 0
}
},
"additionalProperties": false
}