Koskamo

Intelligence Aeternum MCP

AI training dataset marketplace providing access to 2M+ museum artworks with Golden Codex enrichment. Supports searching datasets, retrieving curated metadata, generating compliance manifests, and purchasing deep analysis via x402 USDC or Stripe.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Intelligence Aeternum MCP logo, by Metavolve Labs, Inc.Community listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by Metavolve Labs, Inc.
MCP endpoint (Streamable HTTP)
https://data-portal-172867820131.us-west1.run.app/mcp
Vendor documentation

What its tools do

13 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Not annotated (13)

13 of 13 have a description · 0 of 13 declare behavior hints · 8 of 11 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Search 2M+ museum artworks across 7 institutions
  • Retrieve human-curated metadata and images
  • Generate AB 2013 and EU AI Act compliance manifests
  • Purchase batch dataset licensing and deep VLM analysis

Source and maintenance

Community listingRegistry 1.0.0
mcp-registry: io.github.codex-curator/intelligence-aeternum-mcp@1.0.0Source repositoryProject website
Maintenance checked

Protocol and capabilities

Server
intelligence-aeternum 4.1.4
MCP protocol negotiated in check
2025-11-25
Tools
13 advertised
Resources
0 advertised
Resource templates
0 advertised
Prompts
0 advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  },
  "logging": {},
  "prompts": {
    "listChanged": true
  },
  "resources": {
    "subscribe": false,
    "listChanged": true
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Intelligence Aeternum — Compliance-ready AI training datasets from 2M+ museum artworks across 7 world-class institutions. 111-field Golden Codex provenance schema. The antidote to model collapse and synthetic data degradation. Every purchase is a PACKAGE: metadata + image together. No standalone image price. FREE TOOLS: search_alexandria, get_human_standard_metadata (5/day), get_compliance_manifest, search_datasets, preview_dataset, get_pricing, get_agent_guide, list_enrichment_tiers. PAID TOOLS (x402 USDC on Base L2): get_hybrid_premium_metadata ($0.20), enrich_agent_image (from $0.20), purchase_dataset. Payment protocol: When a paid endpoint returns HTTP 402, extract the x402 payment details (amount, currency, network, recipient), execute a USDC transfer on Base L2, then re-call with X-PAYMENT header. Compliance: Every transaction includes auto-generated AB 2013 (California) and EU AI Act Article 53 provenance manifests at no additional cost. Two-tier architecture: - Human_Standard (FREE, 5/day): 500-1,200 tokens + image, zero synthetic content - Hybrid_Premium ($0.20): 2,000-6,000 tokens + image, VLM deep visual analysis NEW: Submit YOUR images for Golden Codex enrichment via enrich_agent_image. Custom fields (title, artist, copyright) are merged with Hybrid_Premium analysis. Volume discounts (Hybrid_Premium): 100+ records 25% off, 500+ 37% off, 2000+ 50% off (automatic per wallet). Research: The Density Imperative (DOI: 10.5281/zenodo.18667735) shows dense metadata improves VLM visual perception by +25.5% while sparse captions destroy model capabilities by -54.0%. Enterprise: Starting at $8,000 for full dataset access with compliance manifests. Contact enterprise@iaeternum.ai.

Tools

13 advertised

search_alexandria — Search Alexandria
Advertised by the server during the last successful anonymous check.

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.

search_alexandria input schema
{
  "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
}
search_alexandria output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
get_curated_metadata — Get Curated Metadata
Advertised by the server during the last successful anonymous check.

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.

get_curated_metadata input schema
{
  "type": "object",
  "required": [
    "artifact_id"
  ],
  "properties": {
    "artifact_id": {
      "type": "string",
      "description": "The artifact ID (e.g., \"met_10049\", \"nga_1234\")."
    }
  },
  "additionalProperties": false
}
get_curated_metadata output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
get_oracle_metadata — Get Oracle Metadata
Advertised by the server during the last successful anonymous check.

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.

get_oracle_metadata input schema
{
  "type": "object",
  "required": [
    "artifact_id"
  ],
  "properties": {
    "artifact_id": {
      "type": "string",
      "description": "The artifact ID (e.g., \"met_10049\")."
    }
  },
  "additionalProperties": false
}
get_oracle_metadata output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
get_compliance_manifest — Get Compliance Manifest
Advertised by the server during the last successful anonymous check.

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."

get_compliance_manifest input schema
{
  "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
}
get_compliance_manifest output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
get_agent_guide — Get Agent Guide
Advertised by the server during the last successful anonymous check.

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

get_agent_guide input schema
{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
get_agent_guide output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
search_datasets — Search Datasets
Advertised by the server during the last successful anonymous check.

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

search_datasets input schema
{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "default": ""
    },
    "domain": {
      "type": "string",
      "default": ""
    },
    "min_images": {
      "type": "integer",
      "default": 0
    }
  },
  "additionalProperties": false
}
search_datasets output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
preview_dataset — Preview Dataset
Advertised by the server during the last successful anonymous check.

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

preview_dataset input schema
{
  "type": "object",
  "required": [
    "dataset_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 5
    },
    "dataset_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
preview_dataset output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
get_pricing — Get Pricing
Advertised by the server during the last successful anonymous check.

FREE — Get pricing information for a dataset purchase.

get_pricing input schema
{
  "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
}
get_pricing output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
purchase_dataset — Purchase Dataset
Advertised by the server during the last successful anonymous check.

Initiate a dataset purchase (x402 or Stripe).

purchase_dataset input schema
{
  "type": "object",
  "required": [
    "dataset_id",
    "quantity"
  ],
  "properties": {
    "quantity": {
      "type": "integer"
    },
    "dataset_id": {
      "type": "string"
    },
    "payment_method": {
      "type": "string",
      "default": "x402"
    }
  },
  "additionalProperties": false
}
purchase_dataset output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
list_enrichment_tiers — List Enrichment Tiers
Advertised by the server during the last successful anonymous check.

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.

list_enrichment_tiers input schema
{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
list_enrichment_tiers output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
enrich_agent_image — Enrich Agent Image
Advertised by the server during the last successful anonymous check.

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

enrich_agent_image input schema
{
  "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
}
enrich_agent_image output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
deliver_artifacts — Deliver Artifacts
Advertised by the server during the last successful anonymous check.

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.

deliver_artifacts input schema
{
  "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
}
deliver_artifacts output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}
get_enrichment_status — Get Enrichment Status
Advertised by the server during the last successful anonymous check.

Poll the status of a Golden Codex enrichment job.

get_enrichment_status input schema
{
  "type": "object",
  "required": [
    "job_id"
  ],
  "properties": {
    "job_id": {
      "type": "string",
      "description": "The job ID returned from the enrich endpoint."
    }
  },
  "additionalProperties": false
}
get_enrichment_status output schema
{
  "type": "object",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "string"
    }
  },
  "x-fastmcp-wrap-result": true
}

Prompts

0 advertised

No prompt definitions available.

Resources

0 advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
429 ms
95th percentile latency
429 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 429 ms · metadata changed · 13 tool(s), 0 resource(s), 0 resource template(s), 0 prompt(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http intelligence-aeternum-mcp-run https://data-portal-172867820131.us-west1.run.app/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add intelligence-aeternum-mcp-run --url https://data-portal-172867820131.us-west1.run.app/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable intelligence-aeternum-mcp-run in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "intelligence-aeternum-mcp-run": {
      "url": "https://data-portal-172867820131.us-west1.run.app/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "intelligence-aeternum-mcp-run": {
      "type": "streamableHttp",
      "url": "https://data-portal-172867820131.us-west1.run.app/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start intelligence-aeternum-mcp-run and inspect its tools.
VS Code configuration
{
  "servers": {
    "intelligence-aeternum-mcp-run": {
      "type": "http",
      "url": "https://data-portal-172867820131.us-west1.run.app/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http intelligence-aeternum-mcp-run https://data-portal-172867820131.us-west1.run.app/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://data-portal-172867820131.us-west1.run.app/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "intelligence-aeternum-mcp-run": {
      "serverUrl": "https://data-portal-172867820131.us-west1.run.app/mcp"
    }
  }
}

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