Intelligence Aeternum

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Intelligence Aeternum": {
      "url": "https://data-portal-172867820131.us-west1.run.app/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (13)

• search_alexandria

  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.

  Parameters:

  • query (required) — string — Free-text search (e.g., "impressionist landscape", "Rembrandt portrait").
  • limit — integer — Max results (default 20, max 100).
  • museum — string — Filter by museum: met, nga, chicago, cleveland, rijksmuseum, smithsonian, paris.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_curated_metadata

  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.

  Parameters:

  • artifact_id (required) — string — The artifact ID (e.g., "met_10049", "nga_1234").

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_oracle_metadata

  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.

  Parameters:

  • artifact_id (required) — string — The artifact ID (e.g., "met_10049").

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_compliance_manifest

  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."

  Parameters:

  • dataset_id (required) — string — The dataset ID (e.g., "met-museum", "rijksmuseum").
  • regulation — string — Which regulation: "ab2013", "eu_ai_act", or "all" (default).

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_agent_guide

  FREE — Get complete API workflow documentation for agents. Returns the full agent guide with endpoints, pricing, custom fields schema, volume discounts, and recommended workflow.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• search_datasets

  FREE — Search the Alexandria Aeternum dataset catalog (7 museums, 1.6M+ images).

  Parameters:

  • query — string
  • domain — string
  • min_images — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• preview_dataset

  FREE (10/day) — Preview sample images from a dataset.

  Parameters:

  • dataset_id (required) — string
  • limit — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_pricing

  FREE — Get pricing information for a dataset purchase.

  Parameters:

  • dataset_id (required) — string — The dataset ID.
  • quantity — integer — Number of images to price.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• purchase_dataset

  Initiate a dataset purchase (x402 or Stripe).

  Parameters:

  • dataset_id (required) — string
  • quantity (required) — integer
  • payment_method — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• list_enrichment_tiers

  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.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• enrich_agent_image

  Submit YOUR image for Golden Codex enrichment (Enrichment-as-a-Service).

  Parameters:

  • image_url (required) — string — Public URL of the image to enrich.
  • tier — string — oracle_only, oracle_plus_infuse, or full_certified.
  • callback_url — string — Optional webhook URL for completion notification.
  • custom_fields — string — JSON string of custom metadata fields to merge.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• deliver_artifacts

  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.

  Parameters:

  • artifact_ids (required) — string — Comma-separated artifact IDs (e.g., "met_436965,chicago_27992"). Up to 10,000 per order.
  • 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).

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_enrichment_status

  Poll the status of a Golden Codex enrichment job.

  Parameters:

  • job_id (required) — string — The job ID returned from the enrich endpoint.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

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